File Explanation

• trust_evolution.py: Running game.py using original players

• train_and_eval_dqn.py: Training and evaluating dqn using game.py

• train_and_eval_q_learning.py: Training and evaluating q-learning using game.py

• game.py: Environment of "The Evolution of Trust"

• /agents

  • original_players.py: origin agents refer from "The Evolution of Trust"
  • rl_agent.py: RL_agent and Smarty agent
  • dqn_agent.py: DQN model
  • q_learning_agent.py: Q-learning model

How to Run the Code

Q-learning

Change parameter of train_and_eval_q_learning.py and q_learning_agent.py

python train_and_eval_q_learning.py

DQN

Change parameter of train_and_eval_dqn.py and dqn_agent.py

python train_and_eval_dqn.py