POMDP

ceshine/rrl_matlab47

RL Algorithm

A Matlab implementation of a recurrent reinforcement learning algorithm for training models to make predictions or take actions in dynamic environments.

ikostrikov/pytorch-ddpg-naf307

RL algorithm

An implementation of reinforcement learning algorithms for continuous control tasks using deep neural networks.

rajesh-siraskar/reinforcement-learning-for-control-of-valves80

RL controller

Develops and tests a reinforcement learning-based control system for non-linear valve models using Deep Deterministic Policy-Gradient algorithm

floringogianu/categorical-dqn96

RL algorithm

An implementation of reinforcement learning algorithm using PyTorch and designed to work with Atari games.

pouyamghari/pof-mkl0

Machine Learning Algorithm

An implementation of an online federated learning algorithm with multiple kernels for personalized machine learning

tristandeleu/pytorch-maml-rl830

Reinforcement Learning framework

Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks

sjtu-marl/malib507

RL framework

A framework for parallel population-based reinforcement learning

corl-team/corl491

RL algorithm library

Provides high-quality implementations of offline and offline-to-online reinforcement learning algorithms in Python.

alex-petrenko/sample-factory839

RL library

A high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients.

luchris429/purejaxrl755

RL framework

A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality

eleurent/rl-agents596

RL frameworks

A collection of implementations of Reinforcement Learning and planning algorithms in Python.

matthiasplappert/keras-rl8

RL framework

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

kunqian2025/reinforcement-learning61

RL framework

A collection of implementations of reinforcement learning algorithms in MATLAB

ikostrikov/jaxrl640

RL library

Provides JAX implementations of various reinforcement learning algorithms with continuous action spaces.

hubfire/muti-branch-ddpg-carla81

Reinforcement Learning algorithm

An implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments.