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.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
__init__.py
__init__.py
 
 
abstract_extensive_form_game.py
abstract_extensive_form_game.py
 
 
actor_critic.py
actor_critic.py
 
 
advantage_actor_critic.py
advantage_actor_critic.py
 
 
backward_induction.py
backward_induction.py
 
 
ccross_feature_extractor.py
ccross_feature_extractor.py
 
 
contested_crossing.py
contested_crossing.py
 
 
deep_agent.py
deep_agent.py
 
 
deep_nn_policy.py
deep_nn_policy.py
 
 
deep_qfunction.py
deep_qfunction.py
 
 
deep_qlearning.py
deep_qlearning.py
 
 
deep_value_function.py
deep_value_function.py
 
 
extensive_form_game.py
extensive_form_game.py
 
 
feature_extractor.py
feature_extractor.py
 
 
gif_maker.py
gif_maker.py
 
 
graph_visualisation.py
graph_visualisation.py
 
 
gridworld.py
gridworld.py
 
 
gridworld_better_feature_extractor.py
gridworld_better_feature_extractor.py
 
 
gridworld_demo.ipynb
gridworld_demo.ipynb
 
 
gridworld_feature_extractor.py
gridworld_feature_extractor.py
 
 
gridworld_potential_function.py
gridworld_potential_function.py
 
 
linear_qfunction.py
linear_qfunction.py
 
 
logistic_regression_policy.py
logistic_regression_policy.py
 
 
mcts.py
mcts.py
 
 
mdp.py
mdp.py
 
 
model_free_reinforcement_learner.py
model_free_reinforcement_learner.py
 
 
n_step_qlearning.py
n_step_qlearning.py
 
 
n_step_reinforcement_learner.py
n_step_reinforcement_learner.py
 
 
policy.py
policy.py
 
 
policy_gradient.py
policy_gradient.py
 
 
policy_iteration.py
policy_iteration.py
 
 
potential_function.py
potential_function.py
 
 
q_actor_critic.py
q_actor_critic.py
 
 
qfunction.py
qfunction.py
 
 
qlearning.py
qlearning.py
 
 
qtable.py
qtable.py
 
 
rendering_utils.py
rendering_utils.py
 
 
reward_shaped_qlearning.py
reward_shaped_qlearning.py
 
 
sarsa.py
sarsa.py
 
 
sharing_game.py
sharing_game.py
 
 
single_agent_mcts.py
single_agent_mcts.py
 
 
tabular_policy.py
tabular_policy.py
 
 
tabular_value_function.py
tabular_value_function.py
 
 
tictactoe.py
tictactoe.py
 
 
value_function.py
value_function.py
 
 
value_iteration.py
value_iteration.py
 
 

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miller_rl_course

Python (and perhaps R) code from Miller's RL course

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Python (and perhaps R) code from Miller's RL course

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