├── .gitignore ├── DuelingDDQNAgent.py ├── DuelingDQNAgent.py ├── DuelingDeepQNetwork.py ├── ExperienceReplayMemory.py ├── README.md ├── __pycache__ ├── DuelingDDQNAgent.cpython-38.pyc ├── DuelingDQNAgent.cpython-38.pyc ├── DuelingDeepQNetwork.cpython-38.pyc ├── ExperienceReplayMemory.cpython-38.pyc └── utils.cpython-38.pyc ├── images ├── DuelingDQNArchitecture.png ├── Q_with_max.png ├── Q_with_mean.png ├── dueling_ddqn.png ├── dueling_ddqn_mean.png ├── dueling_dqn.png └── dueling_dqn_mean.png ├── main.py ├── requirements.txt ├── results ├── ddqn_results │ ├── q_eval_ddqn.zip │ └── q_next_ddqn.zip └── dqn_results │ ├── q_eval │ └── q_next ├── utils.py └── utils.pyc /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/.gitignore -------------------------------------------------------------------------------- /DuelingDDQNAgent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/DuelingDDQNAgent.py -------------------------------------------------------------------------------- /DuelingDQNAgent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/DuelingDQNAgent.py -------------------------------------------------------------------------------- /DuelingDeepQNetwork.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/DuelingDeepQNetwork.py -------------------------------------------------------------------------------- /ExperienceReplayMemory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/ExperienceReplayMemory.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/README.md -------------------------------------------------------------------------------- /__pycache__/DuelingDDQNAgent.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/__pycache__/DuelingDDQNAgent.cpython-38.pyc -------------------------------------------------------------------------------- /__pycache__/DuelingDQNAgent.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/__pycache__/DuelingDQNAgent.cpython-38.pyc -------------------------------------------------------------------------------- /__pycache__/DuelingDeepQNetwork.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/__pycache__/DuelingDeepQNetwork.cpython-38.pyc -------------------------------------------------------------------------------- /__pycache__/ExperienceReplayMemory.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/__pycache__/ExperienceReplayMemory.cpython-38.pyc -------------------------------------------------------------------------------- /__pycache__/utils.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/__pycache__/utils.cpython-38.pyc -------------------------------------------------------------------------------- /images/DuelingDQNArchitecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/images/DuelingDQNArchitecture.png -------------------------------------------------------------------------------- /images/Q_with_max.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/images/Q_with_max.png -------------------------------------------------------------------------------- /images/Q_with_mean.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/images/Q_with_mean.png -------------------------------------------------------------------------------- /images/dueling_ddqn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/images/dueling_ddqn.png -------------------------------------------------------------------------------- /images/dueling_ddqn_mean.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/images/dueling_ddqn_mean.png -------------------------------------------------------------------------------- /images/dueling_dqn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/images/dueling_dqn.png -------------------------------------------------------------------------------- /images/dueling_dqn_mean.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/images/dueling_dqn_mean.png -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/main.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/requirements.txt -------------------------------------------------------------------------------- /results/ddqn_results/q_eval_ddqn.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/results/ddqn_results/q_eval_ddqn.zip -------------------------------------------------------------------------------- /results/ddqn_results/q_next_ddqn.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/results/ddqn_results/q_next_ddqn.zip -------------------------------------------------------------------------------- /results/dqn_results/q_eval: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/results/dqn_results/q_eval -------------------------------------------------------------------------------- /results/dqn_results/q_next: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/results/dqn_results/q_next -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/utils.py -------------------------------------------------------------------------------- /utils.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hemilpanchiwala/Dueling_Network_Architectures/HEAD/utils.pyc --------------------------------------------------------------------------------