From e93175084f1dc4770c6d8070bdf4c99010e4f2c0 Mon Sep 17 00:00:00 2001 From: Corentin <111868204+corentinlger@users.noreply.github.com> Date: Thu, 25 Apr 2024 14:31:15 +0200 Subject: [PATCH] Adding ER-MRL to community project (#1904) * Add ER_MRL * Update changelog * Move ER-MRL at the end of the file * Improve project description * Update changelog --------- Co-authored-by: Antonin Raffin --- docs/guide/rl_tips.rst | 2 +- docs/misc/changelog.rst | 35 +++++++++++++++++++++++++++++++++++ docs/misc/projects.rst | 11 +++++++++++ stable_baselines3/version.txt | 2 +- 4 files changed, 48 insertions(+), 2 deletions(-) diff --git a/docs/guide/rl_tips.rst b/docs/guide/rl_tips.rst index c4f277f3e..3acd1b433 100644 --- a/docs/guide/rl_tips.rst +++ b/docs/guide/rl_tips.rst @@ -16,7 +16,7 @@ as well as tips and tricks when using a custom environment or implementing an RL .. note:: - We also have a `video on Designing and Running Real-World RL Experiments `_, slides are `can be found online `_. + We also have a `video on Designing and Running Real-World RL Experiments `_, slides `can be found online `_. General advice when using Reinforcement Learning diff --git a/docs/misc/changelog.rst b/docs/misc/changelog.rst index db065ee4a..f9f4b47cf 100644 --- a/docs/misc/changelog.rst +++ b/docs/misc/changelog.rst @@ -3,6 +3,41 @@ Changelog ========== +Release 2.4.0a0 (WIP) +-------------------------- + +Breaking Changes: +^^^^^^^^^^^^^^^^^ + +New Features: +^^^^^^^^^^^^^ + +Bug Fixes: +^^^^^^^^^^ + +`SB3-Contrib`_ +^^^^^^^^^^^^^^ + +`RL Zoo`_ +^^^^^^^^^ + +`SBX`_ (SB3 + Jax) +^^^^^^^^^^^^^^^^^^ + +Deprecations: +^^^^^^^^^^^^^ + +Others: +^^^^^^^ + +Bug Fixes: +^^^^^^^^^^ + +Documentation: +^^^^^^^^^^^^^^ +- Added ER-MRL to the project page + + Release 2.3.1 (2024-04-22) -------------------------- diff --git a/docs/misc/projects.rst b/docs/misc/projects.rst index 2b2e2405c..5f0c69710 100644 --- a/docs/misc/projects.rst +++ b/docs/misc/projects.rst @@ -239,3 +239,14 @@ Playing Pokemon Red with Reinforcement Learning. | Author: Peter Whidden | Github: https://github.com/PWhiddy/PokemonRedExperiments | Video: https://www.youtube.com/watch?v=DcYLT37ImBY + + +Evolving Reservoirs for Meta Reinforcement Learning +--------------------------------------------------- + +Meta-RL framework to optimize reservoir-like neural structures (special kind of RNNs), and integrate them to RL agents to improve their training. +It enables solving environments involving partial observability or locomotion (e.g MuJoCo), and optimizing reservoirs that can generalize to unseen tasks. + +| Authors: Corentin Léger, Gautier Hamon, Eleni Nisioti, Xavier Hinaut, Clément Moulin-Frier +| Github: https://github.com/corentinlger/ER-MRL +| Paper: https://arxiv.org/abs/2312.06695 diff --git a/stable_baselines3/version.txt b/stable_baselines3/version.txt index 2bf1c1ccf..e96f44fb3 100644 --- a/stable_baselines3/version.txt +++ b/stable_baselines3/version.txt @@ -1 +1 @@ -2.3.1 +2.4.0a0