Antonin RAFFIN

Results 65 issues of Antonin RAFFIN

Hi, thanks for this great repo. I think there is one important detail missing in the current SAC implementation: the reward scaling. as described by the paper "Soft actor-critic is...

Add AE retrain

- [x] I have marked all applicable categories: + [ ] exception-raising bug + [x] RL algorithm bug + [ ] documentation request (i.e. "X is missing from the documentation.")...

bug
RNN

## Description Add support for MPS device (uses it if available) and save cloudpickle version (important to debug saving/loading issues). **DO NOT MERGE: this PR must be tested on a...

### 🚀 Feature `eval_env` and `eval_freq` parameters were new in SB3 and were meant to facilitate evaluation in a separate env, by automatically creating evaluation env and `EvalCallback`. However, they...

enhancement

## Description ## Motivation and Context - [x] I have raised an issue to propose this change ([required](https://github.com/DLR-RM/stable-baselines3/blob/master/CONTRIBUTING.md) for new features and bug fixes) ## Types of changes - [...

experimental

### 📚 Documentation The plotting module is currently not documented. We should add an example in the doc + probably link to the zoo for more advanced examples. We need...

documentation
help wanted

Originally posted by @PartiallyTyped in https://github.com/hill-a/stable-baselines/issues/821 " N-step returns allow for much better stability, and improve performance when training DQN, DDPG etc, so it will be quite useful to have...

enhancement

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enhancement
help wanted