keras-rl

RL framework

A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments.

Deep Reinforcement Learning for Keras.

GitHub

8 stars
0 watching
4 forks
last commit: over 4 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
luchris429/purejaxrlA high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality755
toni-sm/skrlA modular reinforcement learning library with support for various environments and frameworks588
sjtu-marl/malibA framework for parallel population-based reinforcement learning507
kaixhin/rainbowA Python implementation of a deep reinforcement learning algorithm combining multiple techniques for improved performance in Atari games1,591
kengz/openai_labAn experimentation framework for Reinforcement Learning using OpenAI Gym and Keras.326
kunqian2025/reinforcement-learningA collection of implementations of reinforcement learning algorithms in MATLAB61
astooke/rlpytA modular and unified framework for implementing common deep reinforcement learning algorithms in PyTorch2,236
keras-team/kerasA high-level deep learning framework for building and training neural networks on multiple backend engines62,196
enlite-ai/mazeAn RL framework for building and training reinforcement learning models in Python266
jingweiz/pytorch-rlA comprehensive project that provides an implementation of deep reinforcement learning algorithms using PyTorch and Visdom.798
ikostrikov/jaxrlProvides JAX implementations of various reinforcement learning algorithms with continuous action spaces.640
pku-alignment/omnisafeA framework designed to accelerate the development of safe reinforcement learning algorithms by providing a modular, high-performance platform for parallel computing and out-of-box toolkits.954
tristandeleu/pytorch-maml-rlReplication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks830
iffix/machinAn open-source reinforcement learning library for PyTorch, providing a simple and clear implementation of various algorithms.402
mushroomrl/mushroom-rlA Python library for reinforcement learning algorithms and environments.824