├── LICENSE ├── README.md ├── env.py ├── gifs ├── DDDQN.png ├── Episode_0.gif ├── Episode_350.gif ├── PER.png ├── he.png ├── huber.png └── softmax.png ├── main.py ├── models ├── Pong_DuelingDoubleDQNAgent_q_eval └── Pong_DuelingDoubleDQNAgent_q_target ├── plots ├── Pong_boltzmann_scores.png └── Pong_loss.png ├── replay.py └── utils.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/README.md -------------------------------------------------------------------------------- /env.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/env.py -------------------------------------------------------------------------------- /gifs/DDDQN.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/gifs/DDDQN.png -------------------------------------------------------------------------------- /gifs/Episode_0.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/gifs/Episode_0.gif -------------------------------------------------------------------------------- /gifs/Episode_350.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/gifs/Episode_350.gif -------------------------------------------------------------------------------- /gifs/PER.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/gifs/PER.png -------------------------------------------------------------------------------- /gifs/he.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/gifs/he.png -------------------------------------------------------------------------------- /gifs/huber.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/gifs/huber.png -------------------------------------------------------------------------------- /gifs/softmax.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/gifs/softmax.png -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/main.py -------------------------------------------------------------------------------- /models/Pong_DuelingDoubleDQNAgent_q_eval: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/models/Pong_DuelingDoubleDQNAgent_q_eval -------------------------------------------------------------------------------- /models/Pong_DuelingDoubleDQNAgent_q_target: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/models/Pong_DuelingDoubleDQNAgent_q_target -------------------------------------------------------------------------------- /plots/Pong_boltzmann_scores.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/plots/Pong_boltzmann_scores.png -------------------------------------------------------------------------------- /plots/Pong_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/plots/Pong_loss.png -------------------------------------------------------------------------------- /replay.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/replay.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/citizenhicks/openai_DDDQN/HEAD/utils.py --------------------------------------------------------------------------------