Topic | Implemented | Tutorial |
---|---|---|
Q Tabular Learning | ✅ | soon |
Actor Critic | ✅ | here |
Deep Q Learning | ✅ | here |
Experience Replay | ✅ | here |
Life After Experience Replay | 🎓 | here |
Topic | Implemented | Tutorial |
---|---|---|
Cleanup, Epsilon-Greedy, and Numpy Memory | 🚿 | here |
Double DQL | ✅ | here |
Dueling DQL | ✅ | |
Dueling Double DQL | ✅ | |
Continuous Action Spaces | ✅ |
Topic | Implemented | Tutorial |
---|---|---|
Prioritized Experience Replay | ✅ | soon |
Distributed Learning: A2C/A3C | ||
Batch PPO | ✅ | hard |
Curiosity: ICM | hard | |
It Was Me: ICM2 | harder | |
Multi Agent | ||
Go-Explore | hard |