From 21f6a474a4755996709efee8c0aab309df905cbf Mon Sep 17 00:00:00 2001 From: Antonin RAFFIN Date: Wed, 19 Jan 2022 11:16:15 +0100 Subject: [PATCH] Release 1.4.0 (#729) * Release 1.4.0 * Add integration section in the readme --- README.md | 5 +++++ docs/misc/changelog.rst | 14 +++++++++++++- stable_baselines3/version.txt | 2 +- 3 files changed, 19 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 8c71a86..54577e4 100644 --- a/README.md +++ b/README.md @@ -49,6 +49,11 @@ A migration guide from SB2 to SB3 can be found in the [documentation](https://st Documentation is available online: [https://stable-baselines3.readthedocs.io/](https://stable-baselines3.readthedocs.io/) +## Integrations + +Stable-Baselines3 has some integration with other libraries/services like Weights & Biases for experiment tracking or Hugging Face for storing/sharing trained models. You can find out more in the [dedicated section](https://stable-baselines3.readthedocs.io/en/master/guide/integrations.html) of the documentation. + + ## RL Baselines3 Zoo: A Training Framework for Stable Baselines3 Reinforcement Learning Agents [RL Baselines3 Zoo](https://github.com/DLR-RM/rl-baselines3-zoo) is a training framework for Reinforcement Learning (RL). diff --git a/docs/misc/changelog.rst b/docs/misc/changelog.rst index 7056ae1..ca9f953 100644 --- a/docs/misc/changelog.rst +++ b/docs/misc/changelog.rst @@ -4,9 +4,11 @@ Changelog ========== -Release 1.3.1a9 (WIP) +Release 1.4.0 (2022-01-18) --------------------------- +*TRPO, ARS and multi env training for off-policy algorithms* + Breaking Changes: ^^^^^^^^^^^^^^^^^ - Dropped python 3.6 support (as announced in previous release) @@ -15,6 +17,15 @@ Breaking Changes: this may affect custom callbacks. - Removed ``episode_reward`` field from ``RolloutReturn()`` type + +.. warning:: + + An update to the ``HER`` algorithm is planned to support multi-env training and remove the max episode length constrain. + (see `PR #704 `_) + This will be a backward incompatible change (model trained with previous version of ``HER`` won't work with the new version). + + + New Features: ^^^^^^^^^^^^^ - Added ``norm_obs_keys`` param for ``VecNormalize`` wrapper to configure which observation keys to normalize (@kachayev) @@ -27,6 +38,7 @@ SB3-Contrib ^^^^^^^^^^^ - Added Trust Region Policy Optimization (TRPO) (@cyprienc) - Added Augmented Random Search (ARS) (@sgillen) +- Coming soon: PPO LSTM, see https://github.com/Stable-Baselines-Team/stable-baselines3-contrib/pull/53 Bug Fixes: ^^^^^^^^^^ diff --git a/stable_baselines3/version.txt b/stable_baselines3/version.txt index 89cccac..88c5fb8 100644 --- a/stable_baselines3/version.txt +++ b/stable_baselines3/version.txt @@ -1 +1 @@ -1.3.1a9 +1.4.0