diff --git a/features/open_flow13/nicira_learn.feature b/features/open_flow13/nicira_learn.feature
new file mode 100644
index 00000000..0b7a2f61
--- /dev/null
+++ b/features/open_flow13/nicira_learn.feature
@@ -0,0 +1,22 @@
+@openflow13
+Feature: NiciraLearn
+
+  This action adds or modifies a flow in an OpenFlow table, similar to
+  OFPT_FLOW_MOD with OFPFC_MODIFY_STRICT as 'command'.
+
+  Scenario: new({})
+    When I try to create an OpenFlow action with:
+      """
+      Pio::OpenFlow::NiciraLearn.new({})
+      """
+    Then it should finish successfully
+    And the action has the following fields and values:
+    | field            | value |
+    | idle_timeout     |     0 |
+    | hard_timeout     |     0 |
+    | priority         | 65535 |
+    | cookie           |     0 |
+    | flags            |    [] |
+    | table_id         |     0 |
+    | fin_idle_timeout |     0 |
+    | fin_hard_timeout |     0 |
diff --git a/lib/pio/open_flow13.rb b/lib/pio/open_flow13.rb
index 5294c99f..d8581da3 100644
--- a/lib/pio/open_flow13.rb
+++ b/lib/pio/open_flow13.rb
@@ -23,6 +23,8 @@
 require 'pio/open_flow13/nicira_send_out_port'
 require 'pio/open_flow13/nicira_stack_pop'
 require 'pio/open_flow13/nicira_stack_push'
+require 'pio/open_flow13/nicira_learn'
+require 'pio/open_flow13/learn_match'
 require 'pio/open_flow13/send_out_port'
 require 'pio/open_flow13/set_arp_operation'
 require 'pio/open_flow13/set_arp_sender_hardware_address'
diff --git a/lib/pio/open_flow13/learn_match.rb b/lib/pio/open_flow13/learn_match.rb
new file mode 100644
index 00000000..ad07a7c0
--- /dev/null
+++ b/lib/pio/open_flow13/learn_match.rb
@@ -0,0 +1,114 @@
+require 'bindata'
+require 'forwardable'
+require 'pio/open_flow13/match'
+
+module Pio
+  module OpenFlow13
+    class LearnMatch
+      extend Forwardable
+
+      # rubocop:disable MethodLength
+      def initialize(arguments)
+        @source = arguments.fetch(:source)
+        @destination = arguments.fetch(:destination)
+        registers = { _source: { oxm_class: source_oxm_class,
+            oxm_field: source_oxm_field,
+            oxm_length: source_oxm_length },
+          _destination: { oxm_class: destination_oxm_class,
+            oxm_field: destination_oxm_field,
+            oxm_length: destination_oxm_length } }
+        options = [:n_bits,
+          :source_offset,
+          :destination_offset].each_with_object({}) do |each, opts|
+          opts[each] = arguments[each] if arguments[each]
+        end
+        @frame = Field.new(registers.merge(options))
+      end
+      # rubocop:enable MethodLength
+
+      attr_reader :source
+      attr_reader :destination
+
+      def_delegator :@frame, :to_binary_s
+
+      def self.read(raw_data)
+        begin
+          frame = Field.read(raw_data)
+        rescue
+          raise Pio::ParseError, $ERROR_INFO.message
+        end
+
+        field = allocate
+        field.instance_variable_set :@frame, frame
+        field
+      end
+
+      private
+
+      def source_oxm_class
+        source_class.const_get(:OXM_CLASS)
+      end
+
+      def source_oxm_field
+        source_class.const_get(:OXM_FIELD)
+      end
+
+      def source_oxm_length
+        source_class.new.length
+      end
+
+      def source_class
+        Match.const_get(@source.to_s
+                               .split('_')
+                               .map(&:capitalize)
+                               .join)
+      end
+
+      def destination_oxm_class
+        destination_class.const_get(:OXM_CLASS)
+      end
+
+      def destination_oxm_field
+        destination_class.const_get(:OXM_FIELD)
+      end
+
+      def destination_oxm_length
+        destination_class.new.length
+      end
+
+      def destination_class
+        Match.const_get(@destination.to_s
+                                    .split('_')
+                                    .map(&:capitalize)
+                                    .join)
+      end
+
+      class Field < BinData::Record
+        endian :big
+
+        bit2 :zero
+        hide :zero
+        bit1 :src_type, value: 0
+        hide :src_type
+        bit2 :dst_type, value: 0
+        hide :dst_type
+
+        bit11 :_n_bits
+        struct :_source do
+          uint16 :oxm_class
+          bit7 :oxm_field
+          bit1 :oxm_hasmask, value: 0
+          uint8 :oxm_length
+        end
+        uint16 :source_offset
+        struct :_destination do
+          uint16 :oxm_class
+          bit7 :oxm_field
+          bit1 :oxm_hasmask, value: 0
+          uint8 :oxm_length
+        end
+        uint16 :destination_offset
+      end
+    end
+  end
+end
diff --git a/lib/pio/open_flow13/nicira_learn.rb b/lib/pio/open_flow13/nicira_learn.rb
new file mode 100644
index 00000000..cd7b547d
--- /dev/null
+++ b/lib/pio/open_flow13/nicira_learn.rb
@@ -0,0 +1,42 @@
+require 'pio/open_flow'
+
+module Pio
+  module OpenFlow13
+    # NXAST_LEARN action
+    class NiciraLearn < OpenFlow::NiciraAction
+      extend OpenFlow::Flags
+
+      flags_16bit :flags, [:send_flow_rem,
+                           :delete_learned]
+
+      nicira_action_header action_type: 0xffff,
+                           action_length: 24,
+                           subtype: 16
+      uint16 :idle_timeout
+      uint16 :hard_timeout
+      uint16 :priority, initial_value: 0xffff
+      uint64 :cookie
+      flags :flags
+      uint8 :table_id
+      string :padding1, length: 1
+      hide :padding1
+      uint16 :fin_idle_timeout
+      uint16 :fin_hard_timeout
+      array :flow_mod_specs, type: :uint16, initial_length: 0
+      string :padding2, length: 2
+      hide :padding2
+
+      def fms_length
+        if flow_mod_specs.size > 0
+          flow_mod_specs.map(&:length).inject(&:+)
+        else
+          0
+        end
+      end
+
+      def padding_length
+        (22 + 7) / 8 * 8 - 22
+      end
+    end
+  end
+end