├── 4x4 ├── Hyperparameters.txt ├── Loss_plot.png ├── final_weights_1000.pth └── reward_plot.png ├── 8x8 ├── Hyperparameters.txt ├── Loss_plot.png ├── final_weights_3000.pth └── reward_plot.png ├── DQN.py ├── Gifs ├── 4x4 - EP 1.gif ├── 4x4 - EP 1000.gif ├── 4x4 - EP 500.gif ├── 8x8 - EP 1.gif ├── 8x8 - EP 1000.gif ├── 8x8 - EP 2500.gif └── 8x8 - EP 900.gif ├── LICENSE └── README.md /4x4/Hyperparameters.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/4x4/Hyperparameters.txt -------------------------------------------------------------------------------- /4x4/Loss_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/4x4/Loss_plot.png -------------------------------------------------------------------------------- /4x4/final_weights_1000.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/4x4/final_weights_1000.pth -------------------------------------------------------------------------------- /4x4/reward_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/4x4/reward_plot.png -------------------------------------------------------------------------------- /8x8/Hyperparameters.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/8x8/Hyperparameters.txt -------------------------------------------------------------------------------- /8x8/Loss_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/8x8/Loss_plot.png -------------------------------------------------------------------------------- /8x8/final_weights_3000.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/8x8/final_weights_3000.pth -------------------------------------------------------------------------------- /8x8/reward_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/8x8/reward_plot.png -------------------------------------------------------------------------------- /DQN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/DQN.py -------------------------------------------------------------------------------- /Gifs/4x4 - EP 1.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/Gifs/4x4 - EP 1.gif -------------------------------------------------------------------------------- /Gifs/4x4 - EP 1000.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/Gifs/4x4 - EP 1000.gif -------------------------------------------------------------------------------- /Gifs/4x4 - EP 500.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/Gifs/4x4 - EP 500.gif -------------------------------------------------------------------------------- /Gifs/8x8 - EP 1.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/Gifs/8x8 - EP 1.gif -------------------------------------------------------------------------------- /Gifs/8x8 - EP 1000.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/Gifs/8x8 - EP 1000.gif -------------------------------------------------------------------------------- /Gifs/8x8 - EP 2500.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/Gifs/8x8 - EP 2500.gif -------------------------------------------------------------------------------- /Gifs/8x8 - EP 900.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/Gifs/8x8 - EP 900.gif -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiShahbazi/DQN-Frozenlake-Gymnasium/HEAD/README.md --------------------------------------------------------------------------------