In order to facilitate users' familiarity with the framework, we provide more examples and demos of using OpenRL in Gallery.
Users are also welcome to contribute their own training examples and demos to the Gallery.
(Discrete+Continuous Action Space)
(Imitation Learning or Supervised Learning)
Algorithm | Tags | Refs |
---|---|---|
PPO | code | |
PPO-continuous | code | |
Dual-clip PPO | code | |
MAPPO | code | |
JRPO | code | |
GAIL | code | |
Behavior Cloning | code | |
DQN | code | |
MAT | code | |
VDN | code | |
DDPG | code | |
Self-Play | code |
Environment/Demo | Tags | Refs |
---|---|---|
MuJoCo |
code | |
CartPole |
code | |
MPE: Simple Spread |
code | |
StarCraft II |
code | |
Chat Bot |
code | |
Atari Pong |
code | |
GridWorld |
code | |
Tic-Tac-Toe |
code | |
Super Mario Bros |
code | |
Gym Retro |
code |