diff --git a/README.md b/README.md index 04e221d..ef097cc 100644 --- a/README.md +++ b/README.md @@ -5,23 +5,32 @@ Some maze environments for reinforcement learning(RL) using [mujoco-py] and Thankfully, this project is based on the code from [rllab] and [tensorflow/models][models]. -## Implemeted Environments +## Environments -- Distance based rewards - - AntMaze-v0 - - AntPush-v0 - - AntFall-v0 - - PointMaze-v0 - - PointPush-v0 - - PointFall-v0 +- PointUMaze/AntUmaze -- Goal rewards + step penalty - - AntMaze-v1 - - AntPush-v1 - - AntFall-v1 - - PointMaze-v1 - - PointPush-v1 - - PointFall-v1 + ![PointUMaze](./screenshots/PointUMaze.png) + - PointUMaze-v0/AntUMaze-v0 (Distance-based Reward) + - PointUmaze-v1/AntUMaze-v1 (Goal-based Reward i.e., 1.0 or -ε) + +- Point4Rooms/Ant4Rooms + + ![Point4Rooms](./screenshots/Point4Rooms.png) + - Point4Rooms-v0/Ant4Rooms-v0 (Distance-based Reward) + - Point4Rooms-v1/Ant4Rooms-v1 (Goal-based Reward) + - Point4Rooms-v2/Ant4Rooms-v2 (Multiple Goals (0.5 pt or 1.0 pt)) + +- PointPush/AntPush + + ![PointPush](./screenshots/PointPush.png) + - PointPush-v0/AntPush-v0 (Distance-based Reward) + - PointPush-v1/AntPush-v1 (Goal-based Reward) + +- PointFall/AntFall + + ![PointFall](./screenshots/PointFall.png) + - PointFall-v0/AntFall-v0 (Distance-based Reward) + - PointFall-v1/AntFall-v1 (Goal-based Reward) ## License This project is licensed under Apache License, Version 2.0 diff --git a/screenshots/Point4Rooms.png b/screenshots/Point4Rooms.png new file mode 100644 index 0000000..83b82b9 Binary files /dev/null and b/screenshots/Point4Rooms.png differ diff --git a/screenshots/PointFall.png b/screenshots/PointFall.png new file mode 100644 index 0000000..f9ce24a Binary files /dev/null and b/screenshots/PointFall.png differ diff --git a/screenshots/PointPush.png b/screenshots/PointPush.png new file mode 100644 index 0000000..003dc7a Binary files /dev/null and b/screenshots/PointPush.png differ diff --git a/screenshots/PointUMaze.png b/screenshots/PointUMaze.png new file mode 100644 index 0000000..e4cf4e0 Binary files /dev/null and b/screenshots/PointUMaze.png differ