rl-agents
RL frameworks
A collection of implementations of Reinforcement Learning and planning algorithms in Python.
Implementations of Reinforcement Learning and Planning algorithms
596 stars
19 watching
154 forks
Language: Python
last commit: over 2 years agoLinked from 1 awesome list
agentsplanningreinforcement-learning
amrzv/awesome-colab-notebooksRelated projects:
| Repository | Description | Stars |
|---|---|---|
 horizonrobotics/alf | A framework for implementing complex reinforcement learning algorithms with flexibility and ease of implementation | 306 |
 carla-simulator/reinforcement-learning | An implementation of an actor-critic reinforcement learning algorithm in Python. | 245 |
 enlite-ai/maze | An RL framework for building and training reinforcement learning models in Python | 266 |
 sjtu-marl/malib | A framework for parallel population-based reinforcement learning | 507 |
 kunqian2025/reinforcement-learning | A collection of implementations of reinforcement learning algorithms in MATLAB | 61 |
 catalyst-team/catalyst-rl | A PyTorch framework for accelerating reinforcement learning research and development by providing a modular, reusable, and customizable training loop | 46 |
 coax-dev/coax | A modular framework for building reinforcement learning agents in Python using Gymnasium and JAX. | 168 |
 geek-ai/magent | A platform for multi-agent reinforcement learning research and development | 1,700 |
 alex-petrenko/sample-factory | A high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients. | 839 |
 matthiasplappert/keras-rl | A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments. | 8 |
 tristandeleu/pytorch-maml-rl | Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks | 830 |
 google-deepmind/rlax | A Python library providing reinforcement learning building blocks for implementing agent policies and functions | 1,272 |
 scitator/catalyst-rl-framework | A framework for distributed reinforcement learning research with Python and PyTorch support | 38 |
 luchris429/purejaxrl | A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality | 755 |
 rll-research/url_benchmark | A benchmark suite for unsupervised reinforcement learning agents, providing pre-trained models and scripts for testing and fine-tuning agent performance. | 335 |