├── .gitignore ├── DQN.py ├── DQN_POMDP.py ├── DQN_POMDP_SEED_1.pth ├── DQN_SEED_1.pth ├── DRQN.py ├── DRQN_Fully.py ├── DRQN_POMDP_Random_FOMDP_SEED_1.pth ├── DRQN_POMDP_Random_SEED_1.pth ├── DRQN_POMDP_SEQ_FOMDP_SEED_1.pth ├── DRQN_POMDP_SEQ_SEED_1.pth ├── README.md └── assets ├── DRQN_param.png ├── cartpolestate.png ├── cartpolev1.png └── rewardlog.png /.gitignore: -------------------------------------------------------------------------------- 1 | /.vscode/ 2 | /runs/ 3 | /__pycache__/ -------------------------------------------------------------------------------- /DQN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DQN.py -------------------------------------------------------------------------------- /DQN_POMDP.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DQN_POMDP.py -------------------------------------------------------------------------------- /DQN_POMDP_SEED_1.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DQN_POMDP_SEED_1.pth -------------------------------------------------------------------------------- /DQN_SEED_1.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DQN_SEED_1.pth -------------------------------------------------------------------------------- /DRQN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DRQN.py -------------------------------------------------------------------------------- /DRQN_Fully.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DRQN_Fully.py -------------------------------------------------------------------------------- /DRQN_POMDP_Random_FOMDP_SEED_1.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DRQN_POMDP_Random_FOMDP_SEED_1.pth -------------------------------------------------------------------------------- /DRQN_POMDP_Random_SEED_1.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DRQN_POMDP_Random_SEED_1.pth -------------------------------------------------------------------------------- /DRQN_POMDP_SEQ_FOMDP_SEED_1.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DRQN_POMDP_SEQ_FOMDP_SEED_1.pth -------------------------------------------------------------------------------- /DRQN_POMDP_SEQ_SEED_1.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/DRQN_POMDP_SEQ_SEED_1.pth -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/README.md -------------------------------------------------------------------------------- /assets/DRQN_param.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/assets/DRQN_param.png -------------------------------------------------------------------------------- /assets/cartpolestate.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/assets/cartpolestate.png -------------------------------------------------------------------------------- /assets/cartpolev1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/assets/cartpolev1.png -------------------------------------------------------------------------------- /assets/rewardlog.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/keep9oing/DRQN-Pytorch-CartPole-v1/HEAD/assets/rewardlog.png --------------------------------------------------------------------------------