RLeXplore

RL toolkit

Provides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

GitHub

373 stars
4 watching
16 forks
Language: Jupyter Notebook
last commit: almost 2 years ago
Linked from 1 awesome list

baselinesefficient-algorithmexploration-strategygymmachine-learningpybulletpytorchreinforcement-learningroboticstoolbox

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
rlworkgroup/garageA toolkit for developing and evaluating reinforcement learning algorithms in a reproducible manner1,893
rl-tools/rl-toolsAn open-source C++ library for training reinforcement learning policies and controlling continuous-control environments.680
google-research/rldsA toolkit for storing and manipulating episodic data in reinforcement learning and related tasks.302
jjkke88/rl_toolboxA collection of reinforcement learning algorithms and tools for training agents in complex environments.43
luchris429/purejaxrlA high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality755
catalyst-team/catalyst-rlA PyTorch framework for accelerating reinforcement learning research and development by providing a modular, reusable, and customizable training loop46
iffix/machinAn open-source reinforcement learning library for PyTorch, providing a simple and clear implementation of various algorithms.402
denisyarats/exorlProvides exploratory data and algorithms for offline reinforcement learning in various control domains105
zuoxingdong/lagomA modular toolkit for rapid prototyping of reinforcement learning algorithms373
scitator/catalyst-rl-frameworkA framework for distributed reinforcement learning research with Python and PyTorch support38
toni-sm/skrlA modular reinforcement learning library with support for various environments and frameworks588
enlite-ai/mazeAn RL framework for building and training reinforcement learning models in Python266
volcengine/verlA flexible RL training framework designed for large language models427
araffin/rl-tutorial-jnrr19A tutorial project providing an introduction to reinforcement learning with Stable Baselines3620
rll-research/url_benchmarkA benchmark suite for unsupervised reinforcement learning agents, providing pre-trained models and scripts for testing and fine-tuning agent performance.335