diff --git a/packages/packages.json b/packages/packages.json
index e17d14a30..c5a6e8f13 100644
--- a/packages/packages.json
+++ b/packages/packages.json
@@ -1,17 +1,18 @@
 {
     "dev": {
-        "skill/valory/market_manager_abci/0.1.0": "bafybeicjqkzen2gvpnc3syojcf6ibr4kjaorcwktikqp2zzxec6vs64oky",
-        "skill/valory/decision_maker_abci/0.1.0": "bafybeic77zhxf5a53ngfzacklmm3nag4t4jeufdhoeg3ykrmvknojtwipi",
-        "skill/valory/trader_abci/0.1.0": "bafybeibi3rt3rdk4bvng3tlmwdxal3mk3bflq4cgq3fxyjwzpmhj3y6pmy",
+        "skill/valory/market_manager_abci/0.1.0": "bafybeigvw5tqei5xb272jb7retxiryhuhxxzupddmbdixgsmxzco3n2dde",
+        "skill/valory/decision_maker_abci/0.1.0": "bafybeihm77vt53vu3xt6x7istsvaw75juptlynpriebgeltbil5evvhtue",
+        "skill/valory/trader_abci/0.1.0": "bafybeiea2r67bzi5gkymu2pu2m3sg3lflke5m2finonak4uprqpbdcp2ru",
         "contract/valory/market_maker/0.1.0": "bafybeif6hivvhxqv4a3uqo2v3yszluzrmngsp624utdi466xwo5qbz5bsi",
-        "agent/valory/trader/0.1.0": "bafybeigoojaxpc7sz7vuswkxvpa5lp37lipuwc4qycztqk4hxdesmxqcda",
-        "service/valory/trader/0.1.0": "bafybeidyuzdmwrt66w32oppopviesvhinmwd76q73zv3dex2th7nldpbyi",
+        "agent/valory/trader/0.1.0": "bafybeiba5eqawktwkpziiazxm5u6ftm7o3zytcbafqsjwt7zrr63o2yis4",
+        "service/valory/trader/0.1.0": "bafybeifqi4yprf6ajureyqn45aa3mo7vezwsx63skc4n56grlormdzoz5i",
         "contract/valory/erc20/0.1.0": "bafybeiggo4u56drxusvcdruqrr7mlfzqbieg4hajalh4tkctxhh3c5lpdi",
-        "skill/valory/tx_settlement_multiplexer_abci/0.1.0": "bafybeidtrigrfjikl7tkbtowbp6mrdzxulayxnxcmviwy3gag557vnymlq",
-        "contract/valory/mech/0.1.0": "bafybeibfikekaruskx6ui7u4qnls57i2namfxi45zhqslziqyxg4npjzxu",
+        "skill/valory/tx_settlement_multiplexer_abci/0.1.0": "bafybeiey57caacd6d3ow25i6a2zuiinkx6kjtckdktannk7kijpd3p2zb4",
+        "contract/valory/mech/0.1.0": "bafybeidtezc4ubsyqdltiojvqe5eeh77ejte7vqbojspiej5quivgap3ae",
         "contract/valory/realitio/0.1.0": "bafybeigb722aznqhc5lsbt3dn4bpyaqe5hnl5onmnestqmzliwtvl3eaom",
         "contract/valory/realitio_proxy/0.1.0": "bafybeibvndq6756qck7forgeavhdbn6ykgqs2ufyg7n5g6qdfpveatxuwy",
-        "contract/valory/conditional_tokens/0.1.0": "bafybeicxwjdbmjajgr5rsmadtkxxwmcm42r2htef3tvng73uzib4hmb6qa"
+        "contract/valory/conditional_tokens/0.1.0": "bafybeicxwjdbmjajgr5rsmadtkxxwmcm42r2htef3tvng73uzib4hmb6qa",
+        "contract/valory/agent_registry/0.1.0": "bafybeib6odummk6qqietjekpljkmhqfxk7kv56kv6pyfsnnanews625ncy"
     },
     "third_party": {
         "protocol/open_aea/signing/1.0.0": "bafybeifuxs7gdg2okbn7uofymenjlmnih2wxwkym44lsgwmklgwuckxm2m",
diff --git a/packages/valory/agents/trader/aea-config.yaml b/packages/valory/agents/trader/aea-config.yaml
index 2e771fc1d..fe3922d6c 100644
--- a/packages/valory/agents/trader/aea-config.yaml
+++ b/packages/valory/agents/trader/aea-config.yaml
@@ -21,7 +21,7 @@ contracts:
 - valory/market_maker:0.1.0:bafybeif6hivvhxqv4a3uqo2v3yszluzrmngsp624utdi466xwo5qbz5bsi
 - valory/erc20:0.1.0:bafybeiggo4u56drxusvcdruqrr7mlfzqbieg4hajalh4tkctxhh3c5lpdi
 - valory/multisend:0.1.0:bafybeidfktuprydtmi4umolfles5qaf7s3t26puvvs44hvkq6uwwr3ia3a
-- valory/mech:0.1.0:bafybeibfikekaruskx6ui7u4qnls57i2namfxi45zhqslziqyxg4npjzxu
+- valory/mech:0.1.0:bafybeidtezc4ubsyqdltiojvqe5eeh77ejte7vqbojspiej5quivgap3ae
 - valory/conditional_tokens:0.1.0:bafybeicxwjdbmjajgr5rsmadtkxxwmcm42r2htef3tvng73uzib4hmb6qa
 - valory/realitio:0.1.0:bafybeigb722aznqhc5lsbt3dn4bpyaqe5hnl5onmnestqmzliwtvl3eaom
 - valory/realitio_proxy:0.1.0:bafybeibvndq6756qck7forgeavhdbn6ykgqs2ufyg7n5g6qdfpveatxuwy
@@ -41,10 +41,10 @@ skills:
 - valory/reset_pause_abci:0.1.0:bafybeiblayblhp5wuirfomwcpgydg35ve5tfq3xxetlosjn47wva5ucmzy
 - valory/termination_abci:0.1.0:bafybeieqfhvk6klnvxak3vo2ibslkrnnk2bfsn5l3gbaelcprd6cjngxki
 - valory/transaction_settlement_abci:0.1.0:bafybeicisazpyvnnzlqso3txiucxr5qhsa4ac7ius6b4mhouxr2wkadwfy
-- valory/tx_settlement_multiplexer_abci:0.1.0:bafybeidtrigrfjikl7tkbtowbp6mrdzxulayxnxcmviwy3gag557vnymlq
-- valory/market_manager_abci:0.1.0:bafybeicjqkzen2gvpnc3syojcf6ibr4kjaorcwktikqp2zzxec6vs64oky
-- valory/decision_maker_abci:0.1.0:bafybeic77zhxf5a53ngfzacklmm3nag4t4jeufdhoeg3ykrmvknojtwipi
-- valory/trader_abci:0.1.0:bafybeibi3rt3rdk4bvng3tlmwdxal3mk3bflq4cgq3fxyjwzpmhj3y6pmy
+- valory/tx_settlement_multiplexer_abci:0.1.0:bafybeiey57caacd6d3ow25i6a2zuiinkx6kjtckdktannk7kijpd3p2zb4
+- valory/market_manager_abci:0.1.0:bafybeigvw5tqei5xb272jb7retxiryhuhxxzupddmbdixgsmxzco3n2dde
+- valory/decision_maker_abci:0.1.0:bafybeihm77vt53vu3xt6x7istsvaw75juptlynpriebgeltbil5evvhtue
+- valory/trader_abci:0.1.0:bafybeiea2r67bzi5gkymu2pu2m3sg3lflke5m2finonak4uprqpbdcp2ru
 default_ledger: ethereum
 required_ledgers:
 - ethereum
@@ -188,9 +188,10 @@ models:
       slippage: ${float:0.01}
       redeem_margin_days: ${int:15}
       epsilon: ${float:0.1}
-      irrelevant_tools: ${set:{"openai-text-davinci-002", "openai-text-davinci-003", "openai-gpt-3.5-turbo", 
-        "openai-gpt-4", "stabilityai-stable-diffusion-v1-5", "stabilityai-stable-diffusion-xl-beta-v2-2-2", 
-        "stabilityai-stable-diffusion-512-v2-1", "stabilityai-stable-diffusion-768-v2-1"}}
+      irrelevant_tools: ${list:["openai-text-davinci-002", "openai-text-davinci-003",
+        "openai-gpt-3.5-turbo", "openai-gpt-4", "stabilityai-stable-diffusion-v1-5",
+        "stabilityai-stable-diffusion-xl-beta-v2-2-2", "stabilityai-stable-diffusion-512-v2-1",
+        "stabilityai-stable-diffusion-768-v2-1"]}
 ---
 public_id: valory/p2p_libp2p_client:0.1.0
 type: connection
diff --git a/packages/valory/contracts/agent_registry/contract.yaml b/packages/valory/contracts/agent_registry/contract.yaml
index dc9566f46..c9713347c 100644
--- a/packages/valory/contracts/agent_registry/contract.yaml
+++ b/packages/valory/contracts/agent_registry/contract.yaml
@@ -6,12 +6,9 @@ description: Agent Registry contract
 license: Apache-2.0
 aea_version: '>=1.0.0, <2.0.0'
 fingerprint:
-  __init__.py: bafybeidey4syohls5hxmso6qsp5p4uhtzle5txv2mlbym6ktjzknich6oa
-  build/AgentRegistry.json: bafybeia4qi2vstrutejzrxfpbb6eift7va5cjs7bparaal2fafiiczuiyy
-  build/AgentRegistryL2.json: bafybeic2jylwfod4nmdtbs4izyxyi246pd3f35aoqyahnmyrvzn7j3sv4e
-  contract.py: bafybeibqwl52cnz64cysjd2jnjijuakdvyrffapxq65cdzx6g65gu42deq
-  tests/__init__.py: bafybeicl2oklx774jomlt6wwwegfdzrxh6iazjxwcyc7h4gepjljkpl4ji
-  tests/test_contract.py: bafybeicj535veqf35zb3ycu5iqjvqgj4a2kdmogmx5ba7fiolt5chah42a
+  __init__.py: bafybeid3wfzglolebuo6jrrsopswzu4lk77bm76mvw3euizlsjtnt3wmgu
+  build/AgentRegistry.json: bafybeicoe5elvvsv2neiirsdn4uddrilizmyib3x4mvpklr7olhj2kh4ue
+  contract.py: bafybeihrv6blme3v6diwci6zxxn72qbg5sanzmfq5tobhs4375ebcuyday
 fingerprint_ignore_patterns: []
 contracts: []
 class_name: AgentRegistryContract
diff --git a/packages/valory/contracts/mech/contract.yaml b/packages/valory/contracts/mech/contract.yaml
index 429716ec0..3e87738ff 100644
--- a/packages/valory/contracts/mech/contract.yaml
+++ b/packages/valory/contracts/mech/contract.yaml
@@ -9,7 +9,7 @@ fingerprint:
   README.md: bafybeibl4uw7rs6mwh7zuvdnqmj2o2xyr7nx5qk3w7torwx3jg6farn6ca
   __init__.py: bafybeicx5pxh3cxnml2biuuoebvafvu5tvy6mgkzyjzuubuoeebb5yzjsm
   build/mech.json: bafybeihsfz7rdnf6cpa3c4eagvs4pw6jhr6pcsikstakejrlkuwvwzhw7m
-  contract.py: bafybeigypn3frcjr7mcmdoe5ubgoy57owm4bfcgtrcytiu76u7khthlvei
+  contract.py: bafybeifbfa6p3jcwn6j7s5aiiqxb3ne4vbmvoggr5zpptmd727gpsjqjpe
 fingerprint_ignore_patterns: []
 contracts: []
 class_name: Mech
diff --git a/packages/valory/services/trader/service.yaml b/packages/valory/services/trader/service.yaml
index 4081035b4..d7036fbde 100644
--- a/packages/valory/services/trader/service.yaml
+++ b/packages/valory/services/trader/service.yaml
@@ -7,7 +7,7 @@ license: Apache-2.0
 fingerprint:
   README.md: bafybeigtuothskwyvrhfosps2bu6suauycolj67dpuxqvnicdrdu7yhtvq
 fingerprint_ignore_patterns: []
-agent: valory/trader:0.1.0:bafybeigoojaxpc7sz7vuswkxvpa5lp37lipuwc4qycztqk4hxdesmxqcda
+agent: valory/trader:0.1.0:bafybeiba5eqawktwkpziiazxm5u6ftm7o3zytcbafqsjwt7zrr63o2yis4
 number_of_agents: 4
 deployment: {}
 ---
@@ -105,10 +105,10 @@ type: skill
         slippage: ${SLIPPAGE:float:0.01}
         redeem_margin_days: ${REDEEM_MARGIN_DAYS:int:15}
         epsilon: ${EPSILON:float:0.1}
-        irrelevant_tools: ${IRRELEVANT_TOOLS:set:{"openai-text-davinci-002", "openai-text-davinci-003", 
-          "openai-gpt-3.5-turbo", "openai-gpt-4", "stabilityai-stable-diffusion-v1-5", 
-          "stabilityai-stable-diffusion-xl-beta-v2-2-2", "stabilityai-stable-diffusion-512-v2-1", 
-          "stabilityai-stable-diffusion-768-v2-1"}}
+        irrelevant_tools: ${IRRELEVANT_TOOLS:list:["openai-text-davinci-002", "openai-text-davinci-003",
+          "openai-gpt-3.5-turbo", "openai-gpt-4", "stabilityai-stable-diffusion-v1-5",
+          "stabilityai-stable-diffusion-xl-beta-v2-2-2", "stabilityai-stable-diffusion-512-v2-1",
+          "stabilityai-stable-diffusion-768-v2-1"]}
     benchmark_tool: &id005
       args:
         log_dir: ${LOG_DIR:str:/benchmarks}
@@ -174,10 +174,10 @@ type: skill
         slippage: ${SLIPPAGE:float:0.01}
         redeem_margin_days: ${REDEEM_MARGIN_DAYS:int:15}
         epsilon: ${EPSILON:float:0.1}
-        irrelevant_tools: ${IRRELEVANT_TOOLS:set:{"openai-text-davinci-002", "openai-text-davinci-003", 
-          "openai-gpt-3.5-turbo", "openai-gpt-4", "stabilityai-stable-diffusion-v1-5", 
-          "stabilityai-stable-diffusion-xl-beta-v2-2-2", "stabilityai-stable-diffusion-512-v2-1", 
-          "stabilityai-stable-diffusion-768-v2-1"}}
+        irrelevant_tools: ${IRRELEVANT_TOOLS:list:["openai-text-davinci-002", "openai-text-davinci-003",
+          "openai-gpt-3.5-turbo", "openai-gpt-4", "stabilityai-stable-diffusion-v1-5",
+          "stabilityai-stable-diffusion-xl-beta-v2-2-2", "stabilityai-stable-diffusion-512-v2-1",
+          "stabilityai-stable-diffusion-768-v2-1"]}
     benchmark_tool: *id005
 2:
   models:
@@ -241,10 +241,10 @@ type: skill
         slippage: ${SLIPPAGE:float:0.01}
         redeem_margin_days: ${REDEEM_MARGIN_DAYS:int:15}
         epsilon: ${EPSILON:float:0.1}
-        irrelevant_tools: ${IRRELEVANT_TOOLS:set:{"openai-text-davinci-002", "openai-text-davinci-003", 
-          "openai-gpt-3.5-turbo", "openai-gpt-4", "stabilityai-stable-diffusion-v1-5", 
-          "stabilityai-stable-diffusion-xl-beta-v2-2-2", "stabilityai-stable-diffusion-512-v2-1", 
-          "stabilityai-stable-diffusion-768-v2-1"}}
+        irrelevant_tools: ${IRRELEVANT_TOOLS:list:["openai-text-davinci-002", "openai-text-davinci-003",
+          "openai-gpt-3.5-turbo", "openai-gpt-4", "stabilityai-stable-diffusion-v1-5",
+          "stabilityai-stable-diffusion-xl-beta-v2-2-2", "stabilityai-stable-diffusion-512-v2-1",
+          "stabilityai-stable-diffusion-768-v2-1"]}
     benchmark_tool: *id005
 3:
   models:
@@ -308,10 +308,10 @@ type: skill
         slippage: ${SLIPPAGE:float:0.01}
         redeem_margin_days: ${REDEEM_MARGIN_DAYS:int:15}
         epsilon: ${EPSILON:float:0.1}
-        irrelevant_tools: ${IRRELEVANT_TOOLS:set:{"openai-text-davinci-002", "openai-text-davinci-003", 
-          "openai-gpt-3.5-turbo", "openai-gpt-4", "stabilityai-stable-diffusion-v1-5", 
-          "stabilityai-stable-diffusion-xl-beta-v2-2-2", "stabilityai-stable-diffusion-512-v2-1", 
-          "stabilityai-stable-diffusion-768-v2-1"}}
+        irrelevant_tools: ${IRRELEVANT_TOOLS:list:["openai-text-davinci-002", "openai-text-davinci-003",
+          "openai-gpt-3.5-turbo", "openai-gpt-4", "stabilityai-stable-diffusion-v1-5",
+          "stabilityai-stable-diffusion-xl-beta-v2-2-2", "stabilityai-stable-diffusion-512-v2-1",
+          "stabilityai-stable-diffusion-768-v2-1"]}
     benchmark_tool: *id005
 ---
 public_id: valory/ledger:0.19.0
diff --git a/packages/valory/skills/decision_maker_abci/behaviours/base.py b/packages/valory/skills/decision_maker_abci/behaviours/base.py
index 889a40483..9ba4cf446 100644
--- a/packages/valory/skills/decision_maker_abci/behaviours/base.py
+++ b/packages/valory/skills/decision_maker_abci/behaviours/base.py
@@ -42,6 +42,7 @@
     DecisionMakerParams,
     MultisendBatch,
 )
+from packages.valory.skills.decision_maker_abci.policy import EGreedyPolicy
 from packages.valory.skills.decision_maker_abci.states.base import SynchronizedData
 from packages.valory.skills.transaction_settlement_abci.payload_tools import (
     hash_payload_to_hex,
@@ -56,6 +57,7 @@
 # which is what we want in most cases
 # more info here: https://safe-docs.dev.gnosisdev.com/safe/docs/contracts_tx_execution/
 SAFE_GAS = 0
+CID_PREFIX = "f01701220"
 
 
 def remove_fraction_wei(amount: int, fraction: float) -> int:
@@ -75,6 +77,7 @@ def __init__(self, **kwargs: Any) -> None:
         self.multisend_batches: List[MultisendBatch] = []
         self.multisend_data = b""
         self._safe_tx_hash = ""
+        self._policy: Optional[EGreedyPolicy] = None
 
     @property
     def params(self) -> DecisionMakerParams:
@@ -129,6 +132,15 @@ def tx_hex(self) -> Optional[str]:
             SafeOperation.DELEGATE_CALL.value,
         )
 
+    @property
+    def policy(self) -> EGreedyPolicy:
+        """Get the policy."""
+        if self._policy is None:
+            raise ValueError(
+                "Attempting to retrieve the policy before it has been established."
+            )
+        return self._policy
+
     @staticmethod
     def wei_to_native(wei: int) -> float:
         """Convert WEI to native token."""
diff --git a/packages/valory/skills/decision_maker_abci/behaviours/decision_receive.py b/packages/valory/skills/decision_maker_abci/behaviours/decision_receive.py
index 342537407..fd3506eef 100644
--- a/packages/valory/skills/decision_maker_abci/behaviours/decision_receive.py
+++ b/packages/valory/skills/decision_maker_abci/behaviours/decision_receive.py
@@ -26,6 +26,7 @@
 from packages.valory.protocols.contract_api import ContractApiMessage
 from packages.valory.skills.abstract_round_abci.base import get_name
 from packages.valory.skills.decision_maker_abci.behaviours.base import (
+    CID_PREFIX,
     DecisionMakerBaseBehaviour,
     WaitableConditionType,
     remove_fraction_wei,
@@ -41,7 +42,6 @@
 from packages.valory.skills.market_manager_abci.bets import BINARY_N_SLOTS
 
 
-IPFS_HASH_PREFIX = "f01701220"
 ZERO_ADDRESS = "0x0000000000000000000000000000000000000000"
 
 
@@ -103,7 +103,7 @@ def mech_response_api(self) -> MechResponseSpecs:
 
     def set_mech_response_specs(self) -> None:
         """Set the mech's response specs."""
-        full_ipfs_hash = IPFS_HASH_PREFIX + self.response_hex
+        full_ipfs_hash = CID_PREFIX + self.response_hex
         ipfs_link = self.params.ipfs_address + full_ipfs_hash + f"/{self.request_id}"
         # The url must be dynamically generated as it depends on the ipfs hash
         self.mech_response_api.__dict__["_frozen"] = False
@@ -112,7 +112,7 @@ def set_mech_response_specs(self) -> None:
 
     @property
     def mech_response(self) -> MechInteractionResponse:
-        """Get the mech response api specs."""
+        """Get the mech's response."""
         if self._mech_response is None:
             error = "The mech's response has not been set!"
             return MechInteractionResponse(error=error)
diff --git a/packages/valory/skills/decision_maker_abci/behaviours/decision_request.py b/packages/valory/skills/decision_maker_abci/behaviours/decision_request.py
index 456702efe..13d006308 100644
--- a/packages/valory/skills/decision_maker_abci/behaviours/decision_request.py
+++ b/packages/valory/skills/decision_maker_abci/behaviours/decision_request.py
@@ -120,7 +120,8 @@ def setup(self) -> None:
             question=sampled_bet.title, yes=sampled_bet.yes, no=sampled_bet.no
         )
         prompt = self.params.prompt_template.substitute(prompt_params)
-        self._metadata = MechMetadata(prompt=prompt, tool=self.params.mech_tool)
+        tool = self.synchronized_data.mech_tool
+        self._metadata = MechMetadata(prompt, tool)
         msg = f"Prepared metadata {self.metadata!r} for the request."
         self.context.logger.info(msg)
 
diff --git a/packages/valory/skills/decision_maker_abci/behaviours/reedem.py b/packages/valory/skills/decision_maker_abci/behaviours/reedem.py
index 595083910..9df1e737c 100644
--- a/packages/valory/skills/decision_maker_abci/behaviours/reedem.py
+++ b/packages/valory/skills/decision_maker_abci/behaviours/reedem.py
@@ -39,7 +39,7 @@
     WaitableConditionType,
 )
 from packages.valory.skills.decision_maker_abci.models import MultisendBatch
-from packages.valory.skills.decision_maker_abci.payloads import MultisigTxPayload
+from packages.valory.skills.decision_maker_abci.payloads import RedeemPayload
 from packages.valory.skills.decision_maker_abci.redeem_info import (
     Condition,
     FPMM,
@@ -86,6 +86,10 @@ def synced_timestamp(self) -> int:
         """Return the synchronized timestamp across the agents."""
         return int(self.round_sequence.last_round_transition_timestamp.timestamp())
 
+    def setup(self) -> None:
+        """Setup the behaviour"""
+        self._policy = self.synchronized_data.policy
+
     def _set_block_number(self, trade: Trade) -> Generator:
         """Set the block number of the given trade's market."""
         timestamp = trade.fpmm.creationTimestamp
@@ -105,6 +109,24 @@ def _set_block_number(self, trade: Trade) -> Generator:
             f"Chose block number {self.from_block_mapping[condition_id]!r} as closest to timestamp {timestamp!r}"
         )
 
+    def _update_policy(self, update: Trade) -> None:
+        """Update the policy."""
+        claimable_xdai = self.wei_to_native(update.claimable_amount)
+        tool_index = self.synchronized_data.utilized_tools[update.transactionHash]
+        self.policy.add_reward(tool_index, claimable_xdai)
+
+    def _stats_report(self) -> None:
+        """Report policy statistics."""
+        stats_report = "Policy statistics so far:\n"
+        for i, tool in enumerate(self.synchronized_data.available_mech_tools):
+            stats_report += (
+                f"{tool} tool:\n"
+                f"\tTimes used: {self.policy.counts[i]}\n"
+                f"\tReward rate: {self.policy.reward_rates[i]}\n"
+            )
+        stats_report += f"Best tool so far is {self.policy.select_tool()}."
+        self.context.logger.info(stats_report)
+
     def update_redeem_info(self, chunk: list) -> Generator:
         """Update the redeeming information using the given chunk."""
         trades_updates: Iterator[Trade] = (
@@ -115,6 +137,8 @@ def update_redeem_info(self, chunk: list) -> Generator:
         )
 
         for update in trades_updates:
+            self._update_policy(update)
+
             # do not use the information if position is not winning
             if not update.is_winning:
                 continue
@@ -132,6 +156,8 @@ def update_redeem_info(self, chunk: list) -> Generator:
                 if update == unique_obj:
                     self.claimable_amounts[condition_id] += update.claimable_amount
 
+        self._stats_report()
+
 
 class RedeemBehaviour(RedeemInfoBehaviour):
     """Redeem the winnings."""
@@ -523,11 +549,11 @@ def async_act(self) -> Generator:
             yield from self._clean_redeem_info()
             agent = self.context.agent_address
             redeem_tx_hex = yield from self._prepare_safe_tx()
-            tx_submitter = (
-                self.matching_round.auto_round_id()
-                if redeem_tx_hex is not None
-                else None
-            )
-            payload = MultisigTxPayload(agent, tx_submitter, redeem_tx_hex)
+            tx_submitter = policy = None
+            if redeem_tx_hex is not None:
+                tx_submitter = self.matching_round.auto_round_id()
+                policy = self.policy.serialize()
+
+            payload = RedeemPayload(agent, tx_submitter, redeem_tx_hex, policy)
 
         yield from self.finish_behaviour(payload)
diff --git a/packages/valory/skills/decision_maker_abci/behaviours/round_behaviour.py b/packages/valory/skills/decision_maker_abci/behaviours/round_behaviour.py
index 49be37e88..af7643e54 100644
--- a/packages/valory/skills/decision_maker_abci/behaviours/round_behaviour.py
+++ b/packages/valory/skills/decision_maker_abci/behaviours/round_behaviour.py
@@ -44,6 +44,9 @@
 from packages.valory.skills.decision_maker_abci.behaviours.sampling import (
     SamplingBehaviour,
 )
+from packages.valory.skills.decision_maker_abci.behaviours.tool_selection import (
+    ToolSelectionBehaviour,
+)
 from packages.valory.skills.decision_maker_abci.rounds import DecisionMakerAbciApp
 
 
@@ -60,4 +63,5 @@ class AgentDecisionMakerRoundBehaviour(AbstractRoundBehaviour):
         BetPlacementBehaviour,  # type: ignore
         RedeemBehaviour,  # type: ignore
         HandleFailedTxBehaviour,  # type: ignore
+        ToolSelectionBehaviour,  # type: ignore
     }
diff --git a/packages/valory/skills/decision_maker_abci/behaviours/tool_selection.py b/packages/valory/skills/decision_maker_abci/behaviours/tool_selection.py
new file mode 100644
index 000000000..b5a46b609
--- /dev/null
+++ b/packages/valory/skills/decision_maker_abci/behaviours/tool_selection.py
@@ -0,0 +1,198 @@
+# -*- coding: utf-8 -*-
+# ------------------------------------------------------------------------------
+#
+#   Copyright 2023 Valory AG
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#       http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+# ------------------------------------------------------------------------------
+
+"""This module contains the behaviour of the skill which is responsible for selecting a mech tool."""
+
+import json
+from typing import Any, Generator, List, Optional
+
+from packages.valory.contracts.agent_registry.contract import AgentRegistryContract
+from packages.valory.protocols.contract_api import ContractApiMessage
+from packages.valory.skills.abstract_round_abci.base import get_name
+from packages.valory.skills.decision_maker_abci.behaviours.base import (
+    CID_PREFIX,
+    DecisionMakerBaseBehaviour,
+    WaitableConditionType,
+)
+from packages.valory.skills.decision_maker_abci.models import AgentToolsSpecs
+from packages.valory.skills.decision_maker_abci.payloads import ToolSelectionPayload
+from packages.valory.skills.decision_maker_abci.policy import EGreedyPolicy
+from packages.valory.skills.decision_maker_abci.states.tool_selection import (
+    ToolSelectionRound,
+)
+
+
+class ToolSelectionBehaviour(DecisionMakerBaseBehaviour):
+    """A behaviour in which the agents select a mech tool."""
+
+    matching_round = ToolSelectionRound
+
+    def __init__(self, **kwargs: Any) -> None:
+        """Initialize Behaviour."""
+        super().__init__(**kwargs)
+        self._mech_id: int = 0
+        self._mech_hash: str = ""
+        self.mech_tools: Optional[List[str]] = None
+
+    @property
+    def mech_id(self) -> int:
+        """Get the mech's id."""
+        return self._mech_id
+
+    @mech_id.setter
+    def mech_id(self, mech_id: int) -> None:
+        """Set the mech's id."""
+        self._mech_id = mech_id
+
+    @property
+    def mech_hash(self) -> str:
+        """Get the hash of the mech agent."""
+        return self._mech_hash
+
+    @mech_hash.setter
+    def mech_hash(self, mech_hash: str) -> None:
+        """Set the hash of the mech agent."""
+        self._mech_hash = mech_hash
+
+    @property
+    def mech_tools_api(self) -> AgentToolsSpecs:
+        """Get the mech agent api specs."""
+        return self.context.agent_tools
+
+    def set_mech_agent_specs(self) -> None:
+        """Set the mech's agent specs."""
+        full_ipfs_hash = CID_PREFIX + self.mech_hash
+        ipfs_link = self.params.ipfs_address + full_ipfs_hash
+        # The url needs to be dynamically generated as it depends on the ipfs hash
+        self.mech_tools_api.__dict__["_frozen"] = False
+        self.mech_tools_api.url = ipfs_link
+        self.mech_tools_api.__dict__["_frozen"] = True
+
+    def _get_mech_id(self) -> WaitableConditionType:
+        """Get the mech's id."""
+        result = yield from self._mech_contract_interact(
+            contract_callable="get_mech_id",
+            data_key="id",
+            placeholder=get_name(ToolSelectionBehaviour.mech_id),
+        )
+
+        return result
+
+    def _get_mech_hash(self) -> WaitableConditionType:
+        """Get the mech's hash."""
+        result = yield from self.contract_interact(
+            performative=ContractApiMessage.Performative.GET_RAW_TRANSACTION,  # type: ignore
+            contract_address=self.params.agent_registry_address,
+            contract_public_id=AgentRegistryContract.contract_id,
+            contract_callable="get_hash",
+            data_key="hash",
+            placeholder=get_name(ToolSelectionBehaviour.mech_hash),
+            agent_id=self.mech_id,
+        )
+        return result
+
+    def _get_mech_tools(self) -> WaitableConditionType:
+        """Get the mech agent's tools from IPFS."""
+        specs = self.mech_tools_api.get_spec()
+        res_raw = yield from self.get_http_response(**specs)
+        res = self.mech_tools_api.process_response(res_raw)
+
+        if self.mech_tools_api.is_retries_exceeded():
+            error = "Retries were exceeded while trying to get the mech agent's data."
+            self.context.logger.error(error)
+            return True
+
+        if res is None:
+            msg = f"Could not get the mech agent's tools from {self.mech_tools_api.api_id}"
+            self.context.logger.error(msg)
+            self.mech_tools_api.increment_retries()
+            return False
+
+        self.context.logger.info(f"Retrieved the mech agent's tools: {res}.")
+        if len(res) == 0:
+            res = None
+            self.context.logger.error("The mech agent's tools are empty!")
+        self.mech_tools = res
+        self.mech_tools_api.reset_retries()
+        return True
+
+    def _get_tools(
+        self,
+    ) -> Generator[None, None, None]:
+        """Get the Mech's tools."""
+        for step in (
+            self._get_mech_id,
+            self._get_mech_hash,
+            self._get_mech_tools,
+        ):
+            yield from self.wait_for_condition_with_sleep(step)
+
+    def _adjust_policy_tools(self, tools: List[str]) -> None:
+        """Add or remove tools from the policy to match the remote tools."""
+        # remove tools if they are not available anymore
+        local = set(self.synchronized_data.available_mech_tools)
+        remote = set(tools)
+        relevant_remote = remote - self.params.irrelevant_tools
+        removed_tools_idx = [
+            idx for idx, tool in enumerate(local) if tool not in relevant_remote
+        ]
+        if len(removed_tools_idx) > 0:
+            self.policy.remove_tools(removed_tools_idx)
+
+        # add tools if there are new ones available
+        new_tools = remote - local
+        n_new_tools = len(new_tools)
+        if n_new_tools > 0:
+            self.policy.add_new_tools(n_new_tools)
+
+    def _set_policy(self, tools: List[str]) -> None:
+        """Set the E Greedy Policy."""
+        if self.synchronized_data.period_count == 0:
+            self._policy = EGreedyPolicy.initial_state(self.params.epsilon, len(tools))
+        else:
+            self._policy = self.synchronized_data.policy
+            self._adjust_policy_tools(tools)
+
+    def _select_tool(self) -> Generator[None, None, Optional[int]]:
+        """Select a Mech tool based on an e-greedy policy and return its index."""
+        yield from self._get_tools()
+        if self.mech_tools is None:
+            return None
+
+        self._set_policy(self.mech_tools)
+        return self.policy.select_tool()
+
+    def async_act(self) -> Generator:
+        """Do the action."""
+
+        with self.context.benchmark_tool.measure(self.behaviour_id).local():
+            mech_tools = policy = None
+            selected_tool = yield from self._select_tool()
+            if selected_tool is not None:
+                mech_tools = json.dumps(self.mech_tools)
+                policy = self.policy.serialize()
+
+            payload = ToolSelectionPayload(
+                self.context.agent_address,
+                mech_tools,
+                policy,
+                selected_tool,
+            )
+
+        yield from self.finish_behaviour(payload)
diff --git a/packages/valory/skills/decision_maker_abci/fsm_specification.yaml b/packages/valory/skills/decision_maker_abci/fsm_specification.yaml
index 9fb83b998..28ae210b7 100644
--- a/packages/valory/skills/decision_maker_abci/fsm_specification.yaml
+++ b/packages/valory/skills/decision_maker_abci/fsm_specification.yaml
@@ -38,6 +38,7 @@ states:
 - RedeemRound
 - RefillRequiredRound
 - SamplingRound
+- ToolSelectionRound
 transition_func:
     (BetPlacementRound, DONE): FinishedDecisionMakerRound
     (BetPlacementRound, INSUFFICIENT_BALANCE): RefillRequiredRound
@@ -68,7 +69,11 @@ transition_func:
     (RedeemRound, NO_MAJORITY): RedeemRound
     (RedeemRound, NO_REDEEMING): FinishedWithoutRedeemingRound
     (RedeemRound, ROUND_TIMEOUT): RedeemRound
-    (SamplingRound, DONE): DecisionRequestRound
+    (SamplingRound, DONE): ToolSelectionRound
     (SamplingRound, NONE): FinishedWithoutDecisionRound
     (SamplingRound, NO_MAJORITY): SamplingRound
     (SamplingRound, ROUND_TIMEOUT): SamplingRound
+    (ToolSelectionRound, DONE): DecisionRequestRound
+    (ToolSelectionRound, NONE): ToolSelectionRound
+    (ToolSelectionRound, NO_MAJORITY): ToolSelectionRound
+    (ToolSelectionRound, ROUND_TIMEOUT): ToolSelectionRound
diff --git a/packages/valory/skills/decision_maker_abci/models.py b/packages/valory/skills/decision_maker_abci/models.py
index 28f948b32..145b82cca 100644
--- a/packages/valory/skills/decision_maker_abci/models.py
+++ b/packages/valory/skills/decision_maker_abci/models.py
@@ -126,7 +126,7 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         self.agent_registry_address: str = self._ensure(
             "agent_registry_address", kwargs, str
         )
-        self.irrelevant_tools: set = self._ensure("irrelevant_tools", kwargs, set)
+        self.irrelevant_tools: set = set(self._ensure("irrelevant_tools", kwargs, list))
         super().__init__(*args, **kwargs)
 
     @property
diff --git a/packages/valory/skills/decision_maker_abci/payloads.py b/packages/valory/skills/decision_maker_abci/payloads.py
index 1aea905b7..b393544d1 100644
--- a/packages/valory/skills/decision_maker_abci/payloads.py
+++ b/packages/valory/skills/decision_maker_abci/payloads.py
@@ -50,6 +50,13 @@ class MultisigTxPayload(BaseTxPayload):
     tx_hash: Optional[str]
 
 
+@dataclass(frozen=True)
+class RedeemPayload(MultisigTxPayload):
+    """Represents a transaction payload for preparing an on-chain transaction for redeeming."""
+
+    policy: Optional[str]
+
+
 @dataclass(frozen=True)
 class RequestPayload(MultisigTxPayload):
     """Represents a transaction payload for preparing an on-chain transaction for a mech request."""
@@ -62,3 +69,12 @@ class VotingPayload(BaseTxPayload):
     """Represents a transaction payload for voting."""
 
     vote: bool
+
+
+@dataclass(frozen=True)
+class ToolSelectionPayload(BaseTxPayload):
+    """Represents a transaction payload for selecting a mech tool."""
+
+    mech_tools: Optional[str]
+    policy: Optional[str]
+    index: Optional[int]
diff --git a/packages/valory/skills/decision_maker_abci/policy.py b/packages/valory/skills/decision_maker_abci/policy.py
new file mode 100644
index 000000000..fc83e1959
--- /dev/null
+++ b/packages/valory/skills/decision_maker_abci/policy.py
@@ -0,0 +1,110 @@
+# -*- coding: utf-8 -*-
+# ------------------------------------------------------------------------------
+#
+#   Copyright 2023 Valory AG
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#       http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+# ------------------------------------------------------------------------------
+
+"""This module contains an Epsilon Greedy Policy implementation."""
+
+import json
+import random
+from dataclasses import asdict, dataclass, is_dataclass
+from typing import Any, List, Optional
+
+
+class DataclassEncoder(json.JSONEncoder):
+    """A custom JSON encoder for dataclasses."""
+
+    def default(self, o: Any) -> Any:
+        """The default JSON encoder."""
+        if is_dataclass(o):
+            return asdict(o)
+        return super().default(o)
+
+
+def argmax(li: List) -> int:
+    """Get the index of the max value within the provided list."""
+    return li.index((max(li)))
+
+
+@dataclass
+class EGreedyPolicy:
+    """An e-Greedy policy for the tool selection."""
+
+    eps: float
+    n_tools: int
+    counts: List[int]
+    rewards: List[float]
+
+    @classmethod
+    def initial_state(cls, eps: float, n_tools: int) -> "EGreedyPolicy":
+        """Return an instance on its initial state."""
+        if n_tools == 0:
+            error = f"Cannot initialize an e Greedy Policy with {n_tools=}"
+            raise ValueError(error)
+
+        return EGreedyPolicy(eps, n_tools, [0] * n_tools, [0.0] * n_tools)
+
+    @classmethod
+    def deserialize(cls, policy: str) -> "EGreedyPolicy":
+        """Deserialize a string to an `EGreedyPolicy` object."""
+        return EGreedyPolicy(**json.loads(policy))
+
+    @property
+    def random_tool(self) -> int:
+        """Get the index of a tool randomly."""
+        return random.randrange(self.n_tools)  # nosec
+
+    @property
+    def reward_rates(self) -> List[float]:
+        """Get the reward rates."""
+        return [reward / count for reward, count in zip(self.rewards, self.counts)]
+
+    def add_new_tools(self, n_new: int) -> None:
+        """Add new tools to the current policy."""
+        self.n_tools += n_new
+        self.counts.extend([0] * n_new)
+        self.rewards.extend([0.0] * n_new)
+
+    def remove_tools(self, indexes: List[int]) -> None:
+        """Remove the knowledge for the tools corresponding to the given indexes."""
+        self.n_tools -= len(indexes)
+        for i in indexes:
+            try:
+                del self.counts[i]
+                del self.rewards[i]
+            except IndexError as exc:
+                error = "Attempted to remove tools using incorrect indexes!"
+                raise ValueError(error) from exc
+
+    def select_tool(self) -> Optional[int]:
+        """Select a Mech tool and return its index."""
+        if self.n_tools == 0:
+            return None
+
+        if sum(self.counts) == 0 or random.random() < self.eps:  # nosec
+            return self.random_tool
+
+        return argmax(self.reward_rates)
+
+    def add_reward(self, index: int, reward: float) -> None:
+        """Add a reward for the tool corresponding to the given index."""
+        self.counts[index] += 1
+        self.rewards[index] += reward
+
+    def serialize(self) -> str:
+        """Return the policy serialized."""
+        return json.dumps(self, cls=DataclassEncoder, sort_keys=True)
diff --git a/packages/valory/skills/decision_maker_abci/redeem_info.py b/packages/valory/skills/decision_maker_abci/redeem_info.py
index 6e4a2a940..33e4d5e51 100644
--- a/packages/valory/skills/decision_maker_abci/redeem_info.py
+++ b/packages/valory/skills/decision_maker_abci/redeem_info.py
@@ -101,6 +101,7 @@ class Trade:
     outcomeIndex: int
     outcomeTokenMarginalPrice: float
     outcomeTokensTraded: int
+    transactionHash: str
 
     def __post_init__(self) -> None:
         """Post initialization to adjust the values."""
@@ -124,14 +125,17 @@ def __hash__(self) -> int:
         """Custom hashing operator."""
         return hash(self.fpmm.condition.id) + hash(self.fpmm.question.id)
 
-    @property
-    def claimable_amount(self) -> int:
-        """Get the claimable amount of the current market."""
-        return int(self.outcomeTokenMarginalPrice * self.outcomeTokensTraded)
-
     @property
     def is_winning(self) -> bool:
         """Return whether the current position is winning."""
         our_answer = self.outcomeIndex
         correct_answer = self.fpmm.current_answer_index
         return our_answer == correct_answer
+
+    @property
+    def claimable_amount(self) -> int:
+        """Get the claimable amount of the current market."""
+        amount = int(self.outcomeTokenMarginalPrice * self.outcomeTokensTraded)
+        if self.is_winning:
+            return amount
+        return -amount
diff --git a/packages/valory/skills/decision_maker_abci/rounds.py b/packages/valory/skills/decision_maker_abci/rounds.py
index ba22eace7..6d46ff17d 100644
--- a/packages/valory/skills/decision_maker_abci/rounds.py
+++ b/packages/valory/skills/decision_maker_abci/rounds.py
@@ -55,6 +55,9 @@
 )
 from packages.valory.skills.decision_maker_abci.states.redeem import RedeemRound
 from packages.valory.skills.decision_maker_abci.states.sampling import SamplingRound
+from packages.valory.skills.decision_maker_abci.states.tool_selection import (
+    ToolSelectionRound,
+)
 from packages.valory.skills.market_manager_abci.rounds import (
     Event as MarketManagerEvent,
 )
@@ -70,49 +73,54 @@ class DecisionMakerAbciApp(AbciApp[Event]):
     Transition states:
         0. SamplingRound
             - done: 1.
-            - none: 8.
+            - none: 9.
             - no majority: 0.
             - round timeout: 0.
-        1. DecisionRequestRound
-            - done: 7.
-            - slots unsupported error: 3.
+        1. ToolSelectionRound
+            - done: 2.
+            - none: 1.
             - no majority: 1.
             - round timeout: 1.
-            - none: 11.
-        2. DecisionReceiveRound
-            - done: 4.
-            - mech response error: 3.
+        2. DecisionRequestRound
+            - done: 8.
+            - slots unsupported error: 4.
             - no majority: 2.
-            - tie: 3.
-            - unprofitable: 3.
             - round timeout: 2.
-        3. BlacklistingRound
-            - done: 8.
-            - none: 11.
+            - none: 12.
+        3. DecisionReceiveRound
+            - done: 5.
+            - mech response error: 4.
             - no majority: 3.
+            - tie: 4.
+            - unprofitable: 4.
             - round timeout: 3.
-            - fetch error: 11.
-        4. BetPlacementRound
-            - done: 7.
-            - insufficient balance: 10.
+        4. BlacklistingRound
+            - done: 9.
+            - none: 12.
             - no majority: 4.
             - round timeout: 4.
-            - none: 11.
-        5. RedeemRound
-            - done: 7.
-            - no redeeming: 9.
+            - fetch error: 12.
+        5. BetPlacementRound
+            - done: 8.
+            - insufficient balance: 11.
             - no majority: 5.
             - round timeout: 5.
-            - none: 11.
-        6. HandleFailedTxRound
-            - blacklist: 3.
-            - no op: 5.
+            - none: 12.
+        6. RedeemRound
+            - done: 8.
+            - no redeeming: 10.
             - no majority: 6.
-        7. FinishedDecisionMakerRound
-        8. FinishedWithoutDecisionRound
-        9. FinishedWithoutRedeemingRound
-        10. RefillRequiredRound
-        11. ImpossibleRound
+            - round timeout: 6.
+            - none: 12.
+        7. HandleFailedTxRound
+            - blacklist: 4.
+            - no op: 6.
+            - no majority: 7.
+        8. FinishedDecisionMakerRound
+        9. FinishedWithoutDecisionRound
+        10. FinishedWithoutRedeemingRound
+        11. RefillRequiredRound
+        12. ImpossibleRound
 
     Final states: {FinishedDecisionMakerRound, FinishedWithoutDecisionRound, FinishedWithoutRedeemingRound, ImpossibleRound, RefillRequiredRound}
 
@@ -129,11 +137,17 @@ class DecisionMakerAbciApp(AbciApp[Event]):
     }
     transition_function: AbciAppTransitionFunction = {
         SamplingRound: {
-            Event.DONE: DecisionRequestRound,
+            Event.DONE: ToolSelectionRound,
             Event.NONE: FinishedWithoutDecisionRound,
             Event.NO_MAJORITY: SamplingRound,
             Event.ROUND_TIMEOUT: SamplingRound,
         },
+        ToolSelectionRound: {
+            Event.DONE: DecisionRequestRound,
+            Event.NONE: ToolSelectionRound,
+            Event.NO_MAJORITY: ToolSelectionRound,
+            Event.ROUND_TIMEOUT: ToolSelectionRound,
+        },
         DecisionRequestRound: {
             Event.DONE: FinishedDecisionMakerRound,
             Event.SLOTS_UNSUPPORTED_ERROR: BlacklistingRound,
diff --git a/packages/valory/skills/decision_maker_abci/skill.yaml b/packages/valory/skills/decision_maker_abci/skill.yaml
index b3f99c667..512c61e56 100644
--- a/packages/valory/skills/decision_maker_abci/skill.yaml
+++ b/packages/valory/skills/decision_maker_abci/skill.yaml
@@ -12,32 +12,35 @@ fingerprint:
   README.md: bafybeia367zzdwndvlhw27rvnwodytjo3ms7gbc3q7mhrrjqjgfasnk47i
   __init__.py: bafybeih563ujnigeci2ldzh7hakbau6a222vsed7leg3b7lq32vcn3nm4a
   behaviours/__init__.py: bafybeih6ddz2ocvm6x6ytvlbcz6oi4snb5ee5xh5h65nq4w2qf7fd7zfky
-  behaviours/base.py: bafybeiaxgbkrrskfod55lhynd4ttkwrn6qwzugfmmwikzod4ar6pmjmcu4
+  behaviours/base.py: bafybeicvex6q2murzsr7dnkueg2zsbdkcufbtarlojjuactsxnlu5eg3ii
   behaviours/bet_placement.py: bafybeifwwvvwh4qgf3jkyvza4wfvjv63il2xewsklsjtpyanp23y6hg2aa
   behaviours/blacklisting.py: bafybeicvespraci44y2dtddy4wi7cdhjuyk6crjs7ztnssm2rcrovha3hm
-  behaviours/decision_receive.py: bafybeifn4xuv2z3niyhgd35ufncrdpaisw7pd4qkw2vv3cte5koqe2mxqy
-  behaviours/decision_request.py: bafybeifjlh5cfitjd6wjcvcgoji2bhsi4r5nzpqocotwprmn26eiphlmqq
+  behaviours/decision_receive.py: bafybeid54jwjs4lulcl2n2w7taxne3wqgsey6ppaidwr2up6bztyf35ghm
+  behaviours/decision_request.py: bafybeidlyl2ojmpfs2zkewoacraya2cbampo4ynqbqaocsoq7v2nif3ahi
   behaviours/handle_failed_tx.py: bafybeidxpc6u575ymct5tdwutvzov6zqfdoio5irgldn3fw7q3lg36mmxm
-  behaviours/reedem.py: bafybeib25frcafu6iikppidwqqovwjkzkxif6m3f4crmklohpj6yixprsq
-  behaviours/round_behaviour.py: bafybeifk5utwuaneima4rdeow7tcpbe6hcc2utlzxcw3w7vsm5zw7zpamm
+  behaviours/reedem.py: bafybeif2sby2nfvvecpynbaek452pqhkl7gexno4max6wzw7ofuopfg4iu
+  behaviours/round_behaviour.py: bafybeig4tdktyu6hapoqymnxh2bgpds547st6a44heue657wkctwe4gjvm
   behaviours/sampling.py: bafybeiadikynvkaofbko72jc45xthhmmjfmlkpgramormhxwk5u47rnwdu
+  behaviours/tool_selection.py: bafybeib3vzj25c5hzpitznpe6jkbgbh7cdfmt3aa3zxyuftutikd67eniq
   dialogues.py: bafybeigpwuzku3we7axmxeamg7vn656maww6emuztau5pg3ebsoquyfdqm
-  fsm_specification.yaml: bafybeigrljw66oxyvn5wqecfgkcx7ozkjg7xuv75zcjmo25fft37qyed6y
+  fsm_specification.yaml: bafybeifnob3ceim2mj7lqagtnpwqjqqxs5eg3oiwc73gwm6x5i2dvvlcya
   handlers.py: bafybeihj33szgrcxnpd73s4nvluyxwwsvhjum2cuq3ilhhe6vfola3k7vy
-  models.py: bafybeibqou3ryuszu2vbwdp5b7fkj5oxmflgh3z3a7tuajbdxgzdolgmee
-  payloads.py: bafybeifbnyviargcj5w5kbuuvc3o4y5sdogtuynd2b4ca4xsfbi3cqcwlm
-  redeem_info.py: bafybeic7de4hrsgjmxbjht5ihasm5t7bykuonei5xxhpf3lpzq35fuxy74
-  rounds.py: bafybeihpstybessozkb3hjxhf3gvf323zw4d575ihmxrsuzcyhqtbsruoq
+  models.py: bafybeicnnzyzdwdtedw3ihahugve6725ckkgt5po6qzxwljs67x5dzhwq4
+  payloads.py: bafybeifpwwkikmsr7abxbin7jup6i4by7nzhpqfwlk4knm25z4mznpqj5u
+  policy.py: bafybeieu7yhgyuwexytpbmhuo2r5ky3sy7btoyw43bqhfcr3oj76e6dmb4
+  redeem_info.py: bafybeigtxdyzs5gxfxadudg4n6ua5zpdijuzpm7x6732exxa6hpsczmyzy
+  rounds.py: bafybeieagkqbsy2da3soieelzvqnj4xkkpttfbhysfsfrb3geckqiejbx4
   states/__init__.py: bafybeid23llnyp6j257dluxmrnztugo5llsrog7kua53hllyktz4dqhqoy
-  states/base.py: bafybeif42mqu6wu55iyjyqxto3poyta22gdsswgtus55lo4qpmv74wvlmm
+  states/base.py: bafybeieuw57xtki2dsrvr5hfx6iedxjmosr6kywphdzfukjejwv52iawcu
   states/bet_placement.py: bafybeibalhxhp2c4oljmiwqi6ds3g36fgtabmf42mb5sgq6z22znrcbhda
   states/blacklisting.py: bafybeiao747i4z7owk6dmwfuzdijag55m3ryj3nowfoggvczpgk3koza44
   states/decision_receive.py: bafybeifm3oyq2aji7f5yag6wpe4vr3ivi74pybdsk2jvmziiidx5nt7t4a
   states/decision_request.py: bafybeic7otc3hjb753svbmur3yyk6szahc25yii3x4w4vcnpfz6jwvacuu
   states/final_states.py: bafybeidiwhuyd5zm2cq7vhv2owcrxdpm7fnvn3db6p6tql4jz5hgpalflu
   states/handle_failed_tx.py: bafybeihewm2vernvhktuorljdupjqcg2p5vs6wvsira2d62wkoyo5xlzjm
-  states/redeem.py: bafybeifl7qgs2xvm4nykloec5tq47sriqah3dzahv3gppvgtrrxzw5yyyq
+  states/redeem.py: bafybeiebofn2pg32iprvwuglclq6hm4x3hvx7neqqad4b77zej67vozjye
   states/sampling.py: bafybeidnvdogjlthjfe7jpaiuezm3xydrbxxukyoss4gx6t5fdin52rsta
+  states/tool_selection.py: bafybeihc7pmwxijc5tcsl2yt5n3rbwumqksa3oxjjcrj6vkesinhu5f7im
 fingerprint_ignore_patterns: []
 connections: []
 contracts:
@@ -45,15 +48,16 @@ contracts:
 - valory/market_maker:0.1.0:bafybeif6hivvhxqv4a3uqo2v3yszluzrmngsp624utdi466xwo5qbz5bsi
 - valory/erc20:0.1.0:bafybeiggo4u56drxusvcdruqrr7mlfzqbieg4hajalh4tkctxhh3c5lpdi
 - valory/multisend:0.1.0:bafybeidfktuprydtmi4umolfles5qaf7s3t26puvvs44hvkq6uwwr3ia3a
-- valory/mech:0.1.0:bafybeibfikekaruskx6ui7u4qnls57i2namfxi45zhqslziqyxg4npjzxu
+- valory/mech:0.1.0:bafybeidtezc4ubsyqdltiojvqe5eeh77ejte7vqbojspiej5quivgap3ae
 - valory/conditional_tokens:0.1.0:bafybeicxwjdbmjajgr5rsmadtkxxwmcm42r2htef3tvng73uzib4hmb6qa
 - valory/realitio:0.1.0:bafybeigb722aznqhc5lsbt3dn4bpyaqe5hnl5onmnestqmzliwtvl3eaom
 - valory/realitio_proxy:0.1.0:bafybeibvndq6756qck7forgeavhdbn6ykgqs2ufyg7n5g6qdfpveatxuwy
+- valory/agent_registry:0.1.0:bafybeib6odummk6qqietjekpljkmhqfxk7kv56kv6pyfsnnanews625ncy
 protocols:
 - valory/contract_api:1.0.0:bafybeiasywsvax45qmugus5kxogejj66c5taen27h4voriodz7rgushtqa
 skills:
 - valory/abstract_round_abci:0.1.0:bafybeicqwr73cs3vndzafrjrjpw63vvqbbjsur7ptek77hsw3lurnood5y
-- valory/market_manager_abci:0.1.0:bafybeicjqkzen2gvpnc3syojcf6ibr4kjaorcwktikqp2zzxec6vs64oky
+- valory/market_manager_abci:0.1.0:bafybeigvw5tqei5xb272jb7retxiryhuhxxzupddmbdixgsmxzco3n2dde
 - valory/transaction_settlement_abci:0.1.0:bafybeicisazpyvnnzlqso3txiucxr5qhsa4ac7ius6b4mhouxr2wkadwfy
 behaviours:
   main:
@@ -183,14 +187,14 @@ models:
       slippage: 0.01
       epsilon: 0.1
       irrelevant_tools:
-        ? openai-text-davinci-002
-        ? openai-text-davinci-003
-        ? openai-gpt-3.5-turbo
-        ? openai-gpt-4
-        ? stabilityai-stable-diffusion-v1-5
-        ? stabilityai-stable-diffusion-xl-beta-v2-2-2
-        ? stabilityai-stable-diffusion-512-v2-1
-        ? stabilityai-stable-diffusion-768-v2-1
+      - openai-text-davinci-002
+      - openai-text-davinci-003
+      - openai-gpt-3.5-turbo
+      - openai-gpt-4
+      - stabilityai-stable-diffusion-v1-5
+      - stabilityai-stable-diffusion-xl-beta-v2-2-2
+      - stabilityai-stable-diffusion-512-v2-1
+      - stabilityai-stable-diffusion-768-v2-1
     class_name: DecisionMakerParams
   mech_response:
     args:
@@ -210,7 +214,7 @@ models:
       headers:
         Content-Type: application/json
       method: GET
-      parameters: { }
+      parameters: {}
       response_key: tools
       response_type: list
       retries: 5
diff --git a/packages/valory/skills/decision_maker_abci/states/base.py b/packages/valory/skills/decision_maker_abci/states/base.py
index bb7d3a87f..b29c24e2e 100644
--- a/packages/valory/skills/decision_maker_abci/states/base.py
+++ b/packages/valory/skills/decision_maker_abci/states/base.py
@@ -19,8 +19,9 @@
 
 """This module contains the base functionality for the rounds of the decision-making abci app."""
 
+import json
 from enum import Enum
-from typing import Optional, Tuple
+from typing import Dict, List, Optional, Tuple
 
 from packages.valory.skills.abstract_round_abci.base import (
     CollectSameUntilThresholdRound,
@@ -28,6 +29,7 @@
     get_name,
 )
 from packages.valory.skills.decision_maker_abci.payloads import MultisigTxPayload
+from packages.valory.skills.decision_maker_abci.policy import EGreedyPolicy
 from packages.valory.skills.market_manager_abci.bets import Bet
 from packages.valory.skills.market_manager_abci.rounds import (
     SynchronizedData as MarketManagerSyncedData,
@@ -75,6 +77,38 @@ def mech_price(self) -> int:
         """Get the mech's request price."""
         return int(self.db.get_strict("mech_price"))
 
+    @property
+    def available_mech_tools(self) -> List[str]:
+        """Get all the available mech tools."""
+        tools = self.db.get_strict("available_mech_tools")
+        return json.loads(tools)
+
+    @property
+    def policy(self) -> EGreedyPolicy:
+        """Get the policy."""
+        policy = self.db.get_strict("policy")
+        return EGreedyPolicy.deserialize(policy)
+
+    @property
+    def mech_tool_idx(self) -> int:
+        """Get the mech tool's index."""
+        return int(self.db.get_strict("mech_tool_idx"))
+
+    @property
+    def mech_tool(self) -> str:
+        """Get the selected mech tool."""
+        try:
+            return self.available_mech_tools[self.mech_tool_idx]
+        except IndexError as exc:
+            error = f"{self.mech_tool_idx=} is not available in {self.available_mech_tools=}."
+            raise IndexError(error) from exc
+
+    @property
+    def utilized_tools(self) -> Dict[str, int]:
+        """Get a mapping of the utilized tools' indexes for each transaction."""
+        tools = str(self.db.get("utilized_tools", "{}"))
+        return json.loads(tools)
+
     @property
     def vote(self) -> Optional[int]:
         """Get the bet's vote index."""
diff --git a/packages/valory/skills/decision_maker_abci/states/redeem.py b/packages/valory/skills/decision_maker_abci/states/redeem.py
index 3d7e0e651..7c40aeb73 100644
--- a/packages/valory/skills/decision_maker_abci/states/redeem.py
+++ b/packages/valory/skills/decision_maker_abci/states/redeem.py
@@ -19,8 +19,16 @@
 
 """This module contains the redeem state of the decision-making abci app."""
 
+from typing import Type
+
+from packages.valory.skills.abstract_round_abci.base import get_name
+from packages.valory.skills.decision_maker_abci.payloads import (
+    MultisigTxPayload,
+    RedeemPayload,
+)
 from packages.valory.skills.decision_maker_abci.states.base import (
     Event,
+    SynchronizedData,
     TxPreparationRound,
 )
 
@@ -28,4 +36,8 @@
 class RedeemRound(TxPreparationRound):
     """A round in which the agents prepare a tx to redeem the winnings."""
 
+    payload_class: Type[MultisigTxPayload] = RedeemPayload
+    selection_key = TxPreparationRound.selection_key + (
+        get_name(SynchronizedData.policy),
+    )
     none_event = Event.NO_REDEEMING
diff --git a/packages/valory/skills/decision_maker_abci/states/tool_selection.py b/packages/valory/skills/decision_maker_abci/states/tool_selection.py
new file mode 100644
index 000000000..982d281de
--- /dev/null
+++ b/packages/valory/skills/decision_maker_abci/states/tool_selection.py
@@ -0,0 +1,46 @@
+# -*- coding: utf-8 -*-
+# ------------------------------------------------------------------------------
+#
+#   Copyright 2023 Valory AG
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#       http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+# ------------------------------------------------------------------------------
+
+"""This module contains the tool selection state of the decision-making abci app."""
+
+from packages.valory.skills.abstract_round_abci.base import (
+    CollectSameUntilThresholdRound,
+    get_name,
+)
+from packages.valory.skills.decision_maker_abci.payloads import ToolSelectionPayload
+from packages.valory.skills.decision_maker_abci.states.base import (
+    Event,
+    SynchronizedData,
+)
+
+
+class ToolSelectionRound(CollectSameUntilThresholdRound):
+    """A round for selecting a Mech tool."""
+
+    payload_class = ToolSelectionPayload
+    synchronized_data_class = SynchronizedData
+    done_event = Event.DONE
+    none_event = Event.NONE
+    no_majority_event = Event.NO_MAJORITY
+    selection_key = (
+        get_name(SynchronizedData.available_mech_tools),
+        get_name(SynchronizedData.policy),
+        get_name(SynchronizedData.mech_tool_idx),
+    )
+    collection_key = get_name(SynchronizedData.participant_to_selection)
diff --git a/packages/valory/skills/market_manager_abci/graph_tooling/queries/omen.py b/packages/valory/skills/market_manager_abci/graph_tooling/queries/omen.py
index 65b9cccb0..974bb5910 100644
--- a/packages/valory/skills/market_manager_abci/graph_tooling/queries/omen.py
+++ b/packages/valory/skills/market_manager_abci/graph_tooling/queries/omen.py
@@ -94,6 +94,7 @@
         outcomeIndex
         outcomeTokenMarginalPrice
         outcomeTokensTraded
+        transactionHash
       }
     }
     """
diff --git a/packages/valory/skills/market_manager_abci/skill.yaml b/packages/valory/skills/market_manager_abci/skill.yaml
index f6640d746..95802d874 100644
--- a/packages/valory/skills/market_manager_abci/skill.yaml
+++ b/packages/valory/skills/market_manager_abci/skill.yaml
@@ -15,7 +15,7 @@ fingerprint:
   graph_tooling/__init__.py: bafybeigzo7nhbzafyq3fuhrlewksjvmzttiuk4vonrggtjtph4rw4ncpk4
   graph_tooling/queries/__init__.py: bafybeihbybnl53i7k57ql5ujt5ru5n2eg324jfndh4lcnm4fk52mwbkjda
   graph_tooling/queries/network.py: bafybeigeq72ys2nrjqspj2uacaudrgljrne5a3o5jvzsktldxdq6m2xmeu
-  graph_tooling/queries/omen.py: bafybeiajk65gvqkxvxekywqqy2kob3vobjsealqlyxis3z6mpwhyng7hh4
+  graph_tooling/queries/omen.py: bafybeigybmwaz3e33ug756v7k4lrwy5tlwimii5qywapaiww6qgslvfywi
   graph_tooling/requests.py: bafybeics4oueh3nemdvl366vqgnf3ltea2ab443qtfaoqgl63tmct227qa
   handlers.py: bafybeihot2i2yvfkz2gcowvt66wdu6tkjbmv7hsmc4jzt4reqeaiuphbtu
   models.py: bafybeiaplszooak63fo3i6agaoyol4tpof4q4tvoj4j6f2cr2corajnl3a
diff --git a/packages/valory/skills/trader_abci/fsm_specification.yaml b/packages/valory/skills/trader_abci/fsm_specification.yaml
index a9e12a68c..d550e79ea 100644
--- a/packages/valory/skills/trader_abci/fsm_specification.yaml
+++ b/packages/valory/skills/trader_abci/fsm_specification.yaml
@@ -60,6 +60,7 @@ states:
 - SelectKeeperTransactionSubmissionBAfterTimeoutRound
 - SelectKeeperTransactionSubmissionBRound
 - SynchronizeLateMessagesRound
+- ToolSelectionRound
 - UpdateBetsRound
 - ValidateTransactionRound
 transition_func:
@@ -130,7 +131,7 @@ transition_func:
     (ResetRound, DONE): RandomnessTransactionSubmissionRound
     (ResetRound, NO_MAJORITY): HandleFailedTxRound
     (ResetRound, RESET_TIMEOUT): HandleFailedTxRound
-    (SamplingRound, DONE): DecisionRequestRound
+    (SamplingRound, DONE): ToolSelectionRound
     (SamplingRound, NONE): RedeemRound
     (SamplingRound, NO_MAJORITY): SamplingRound
     (SamplingRound, ROUND_TIMEOUT): SamplingRound
@@ -152,6 +153,10 @@ transition_func:
     (SynchronizeLateMessagesRound, NONE): SelectKeeperTransactionSubmissionBRound
     (SynchronizeLateMessagesRound, ROUND_TIMEOUT): SynchronizeLateMessagesRound
     (SynchronizeLateMessagesRound, SUSPICIOUS_ACTIVITY): HandleFailedTxRound
+    (ToolSelectionRound, DONE): DecisionRequestRound
+    (ToolSelectionRound, NONE): ToolSelectionRound
+    (ToolSelectionRound, NO_MAJORITY): ToolSelectionRound
+    (ToolSelectionRound, ROUND_TIMEOUT): ToolSelectionRound
     (UpdateBetsRound, DONE): SamplingRound
     (UpdateBetsRound, FETCH_ERROR): ResetAndPauseRound
     (UpdateBetsRound, NO_MAJORITY): UpdateBetsRound
diff --git a/packages/valory/skills/trader_abci/models.py b/packages/valory/skills/trader_abci/models.py
index 60f0405cc..373113b77 100644
--- a/packages/valory/skills/trader_abci/models.py
+++ b/packages/valory/skills/trader_abci/models.py
@@ -29,12 +29,12 @@
 from packages.valory.skills.abstract_round_abci.models import (
     SharedState as BaseSharedState,
 )
-from packages.valory.skills.decision_maker_abci.models import DecisionMakerParams
 from packages.valory.skills.decision_maker_abci.models import (
-    MechResponseSpecs as DecisionMakerMechResponseSpecs,
+    AgentToolsSpecs as DecisionMakerAgentToolsSpecs,
 )
+from packages.valory.skills.decision_maker_abci.models import DecisionMakerParams
 from packages.valory.skills.decision_maker_abci.models import (
-    AgentToolsSpecs as DecisionMakerAgentToolsSpecs,
+    MechResponseSpecs as DecisionMakerMechResponseSpecs,
 )
 from packages.valory.skills.decision_maker_abci.rounds import (
     Event as DecisionMakerEvent,
diff --git a/packages/valory/skills/trader_abci/skill.yaml b/packages/valory/skills/trader_abci/skill.yaml
index 5aa766e5f..d7fd07207 100644
--- a/packages/valory/skills/trader_abci/skill.yaml
+++ b/packages/valory/skills/trader_abci/skill.yaml
@@ -11,9 +11,9 @@ fingerprint:
   behaviours.py: bafybeigwadq27e4cnklboorhitwzzve4xkcgjdu2upplbbweuqyl52fj3q
   composition.py: bafybeie45dgneoggyavgdtswcygvz5o3klmtqf57zoxqnxrtneruutqevi
   dialogues.py: bafybeiebofyykseqp3fmif36cqmmyf3k7d2zbocpl6t6wnlpv4szghrxbm
-  fsm_specification.yaml: bafybeiasu522aq3xthvuyvajpvzxy33nu6l4esuyl2xmkslckldcomwfzu
+  fsm_specification.yaml: bafybeiaomt3gscv4pvxczc4scu6q6laza6bqhpvfi2bfiq37vksuchhqiy
   handlers.py: bafybeicamc6vmozij5dwvkxmbxjazsgf3sacojhstbjtq7vfggszxugvey
-  models.py: bafybeih26gyqv24lc2mlz3kbdsifip3zlac3owcpqlyi7hg6du6y6ojdda
+  models.py: bafybeifj5y7qcoac72woe53zaz2lopkqir2472bbey3ypsqmprjmljms7i
 fingerprint_ignore_patterns: []
 connections: []
 contracts: []
@@ -24,9 +24,9 @@ skills:
 - valory/reset_pause_abci:0.1.0:bafybeiblayblhp5wuirfomwcpgydg35ve5tfq3xxetlosjn47wva5ucmzy
 - valory/transaction_settlement_abci:0.1.0:bafybeicisazpyvnnzlqso3txiucxr5qhsa4ac7ius6b4mhouxr2wkadwfy
 - valory/termination_abci:0.1.0:bafybeieqfhvk6klnvxak3vo2ibslkrnnk2bfsn5l3gbaelcprd6cjngxki
-- valory/market_manager_abci:0.1.0:bafybeicjqkzen2gvpnc3syojcf6ibr4kjaorcwktikqp2zzxec6vs64oky
-- valory/decision_maker_abci:0.1.0:bafybeic77zhxf5a53ngfzacklmm3nag4t4jeufdhoeg3ykrmvknojtwipi
-- valory/tx_settlement_multiplexer_abci:0.1.0:bafybeidtrigrfjikl7tkbtowbp6mrdzxulayxnxcmviwy3gag557vnymlq
+- valory/market_manager_abci:0.1.0:bafybeigvw5tqei5xb272jb7retxiryhuhxxzupddmbdixgsmxzco3n2dde
+- valory/decision_maker_abci:0.1.0:bafybeihm77vt53vu3xt6x7istsvaw75juptlynpriebgeltbil5evvhtue
+- valory/tx_settlement_multiplexer_abci:0.1.0:bafybeiey57caacd6d3ow25i6a2zuiinkx6kjtckdktannk7kijpd3p2zb4
 behaviours:
   main:
     args: {}
@@ -171,14 +171,14 @@ models:
       redeem_margin_days: 15
       epsilon: 0.1
       irrelevant_tools:
-        ? openai-text-davinci-002
-        ? openai-text-davinci-003
-        ? openai-gpt-3.5-turbo
-        ? openai-gpt-4
-        ? stabilityai-stable-diffusion-v1-5
-        ? stabilityai-stable-diffusion-xl-beta-v2-2-2
-        ? stabilityai-stable-diffusion-512-v2-1
-        ? stabilityai-stable-diffusion-768-v2-1
+      - openai-text-davinci-002
+      - openai-text-davinci-003
+      - openai-gpt-3.5-turbo
+      - openai-gpt-4
+      - stabilityai-stable-diffusion-v1-5
+      - stabilityai-stable-diffusion-xl-beta-v2-2-2
+      - stabilityai-stable-diffusion-512-v2-1
+      - stabilityai-stable-diffusion-768-v2-1
     class_name: TraderParams
   network_subgraph:
     args:
@@ -234,7 +234,7 @@ models:
       headers:
         Content-Type: application/json
       method: GET
-      parameters: { }
+      parameters: {}
       response_key: tools
       response_type: list
       retries: 5
diff --git a/packages/valory/skills/tx_settlement_multiplexer_abci/rounds.py b/packages/valory/skills/tx_settlement_multiplexer_abci/rounds.py
index ca274730a..637dd3b29 100644
--- a/packages/valory/skills/tx_settlement_multiplexer_abci/rounds.py
+++ b/packages/valory/skills/tx_settlement_multiplexer_abci/rounds.py
@@ -74,6 +74,13 @@ def end_block(self) -> Optional[Tuple[BaseSynchronizedData, Enum]]:
 
         synced_data = SynchronizedData(self.synchronized_data.db)
         event = submitter_to_event.get(synced_data.tx_submitter, Event.UNRECOGNIZED)
+
+        # if a bet was just placed, edit the utilized tools mapping
+        if event == Event.BET_PLACEMENT_DONE:
+            utilized_tools = synced_data.utilized_tools
+            utilized_tools[synced_data.final_tx_hash] = synced_data.mech_tool_idx
+            self.synchronized_data.update(utilized_tools=utilized_tools)
+
         return synced_data, event
 
 
diff --git a/packages/valory/skills/tx_settlement_multiplexer_abci/skill.yaml b/packages/valory/skills/tx_settlement_multiplexer_abci/skill.yaml
index 1e4557ff1..e80f4946e 100644
--- a/packages/valory/skills/tx_settlement_multiplexer_abci/skill.yaml
+++ b/packages/valory/skills/tx_settlement_multiplexer_abci/skill.yaml
@@ -13,14 +13,14 @@ fingerprint:
   fsm_specification.yaml: bafybeibeas5ovngfhfox4dkkwdvhogpuzkmwj6r33ez2xxvvmvmesa3xvm
   handlers.py: bafybeiafbqr7ojfcbwohvee7x4zzswad3ymfrrbjlfz7uuuttmn3qdfs6q
   models.py: bafybeiahojnn52s762zitwx6k5s4ef5qw7hwjf3orlklqwuz3zi7k2o7bi
-  rounds.py: bafybeifotgp5zr6vrgfhursm7dwkju74qdrruw7ui7zmbl5t34om4fnapa
+  rounds.py: bafybeifcqo6t7vhkclwj6lncfirglvayd7oqdwinca2ipndizgin7alm5q
 fingerprint_ignore_patterns: []
 connections: []
 contracts: []
 protocols: []
 skills:
 - valory/abstract_round_abci:0.1.0:bafybeicqwr73cs3vndzafrjrjpw63vvqbbjsur7ptek77hsw3lurnood5y
-- valory/decision_maker_abci:0.1.0:bafybeic77zhxf5a53ngfzacklmm3nag4t4jeufdhoeg3ykrmvknojtwipi
+- valory/decision_maker_abci:0.1.0:bafybeihm77vt53vu3xt6x7istsvaw75juptlynpriebgeltbil5evvhtue
 behaviours:
   main:
     args: {}
diff --git a/poetry.lock b/poetry.lock
index fa4f7b8ac..3b19fb7d2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -737,35 +737,35 @@ files = [
 
 [[package]]
 name = "cryptography"
-version = "41.0.3"
+version = "41.0.4"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "cryptography-41.0.4-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:0d9409894f495d465fe6fda92cb70e8323e9648af912d5b9141d616df40a87b8"},
+    {file = "cryptography-41.0.4-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:8ac4f9ead4bbd0bc8ab2d318f97d85147167a488be0e08814a37eb2f439d5cf6"},
+    {file = "cryptography-41.0.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:047c4603aeb4bbd8db2756e38f5b8bd7e94318c047cfe4efeb5d715e08b49311"},
+    {file = "cryptography-41.0.4.tar.gz", hash = "sha256:7febc3094125fc126a7f6fb1f420d0da639f3f32cb15c8ff0dc3997c4549f51a"},
 ]
 
 [package.dependencies]
@@ -1257,14 +1257,14 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.99.0"
+version = "2.100.0"
 description = "Google API Client Library for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-python-client-2.99.0.tar.gz", hash = "sha256:e733fd0f2c8793b1a000d5e69ac81b1b9ec0665b445b7ed83bdbbb0038973306"},
-    {file = "google_api_python_client-2.99.0-py2.py3-none-any.whl", hash = "sha256:40272131d3a4a7aecab840ebcf3df51c54d49560156f3b9d54a4ef82c795985d"},
+    {file = "google-api-python-client-2.100.0.tar.gz", hash = "sha256:eaed50efc2f8a4027dcca8fd0037f4b1b03b8093efc84ce3cb6c75bfc79a7e31"},
+    {file = "google_api_python_client-2.100.0-py2.py3-none-any.whl", hash = "sha256:226ca35355993d6182506c51745ab5149405cdf6a92975b2725ab3e0d757dbe9"},
 ]
 
 [package.dependencies]
@@ -1528,14 +1528,14 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.19.0"
+version = "4.19.1"
 description = "An implementation of JSON Schema validation for Python"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.19.0-py3-none-any.whl", hash = "sha256:043dc26a3845ff09d20e4420d6012a9c91c9aa8999fa184e7efcfeccb41e32cb"},
-    {file = "jsonschema-4.19.0.tar.gz", hash = "sha256:6e1e7569ac13be8139b2dd2c21a55d350066ee3f80df06c608b398cdc6f30e8f"},
+    {file = "jsonschema-4.19.1-py3-none-any.whl", hash = "sha256:cd5f1f9ed9444e554b38ba003af06c0a8c2868131e56bfbef0550fb450c0330e"},
+    {file = "jsonschema-4.19.1.tar.gz", hash = "sha256:ec84cc37cfa703ef7cd4928db24f9cb31428a5d0fa77747b8b51a847458e0bbf"},
 ]
 
 [package.dependencies]
@@ -1845,14 +1845,14 @@ files = [
 
 [[package]]
 name = "netaddr"
-version = "0.8.0"
+version = "0.9.0"
 description = "A network address manipulation library for Python"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "netaddr-0.8.0-py2.py3-none-any.whl", hash = "sha256:9666d0232c32d2656e5e5f8d735f58fd6c7457ce52fc21c98d45f2af78f990ac"},
-    {file = "netaddr-0.8.0.tar.gz", hash = "sha256:d6cc57c7a07b1d9d2e917aa8b36ae8ce61c35ba3fcd1b83ca31c5a0ee2b5a243"},
+    {file = "netaddr-0.9.0-py3-none-any.whl", hash = "sha256:5148b1055679d2a1ec070c521b7db82137887fabd6d7e37f5199b44f775c3bb1"},
+    {file = "netaddr-0.9.0.tar.gz", hash = "sha256:7b46fa9b1a2d71fd5de9e4a3784ef339700a53a08c8040f08baf5f1194da0128"},
 ]
 
 [[package]]