RRL_Matlab

RL Algorithm

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

Recurrent Reinforcement Learning Algorithm Matlab Implementation

GitHub

47 stars
6 watching
30 forks
Language: MATLAB
last commit: over 3 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
catohaste/pomdp An implementation of a reinforcement learning algorithm based on a partially observable Markov decision process for a simple decision task 54
kunqian2025/reinforcement-learning A collection of implementations of reinforcement learning algorithms in MATLAB 60
sjtu-marl/malib A framework for parallel population-based reinforcement learning 502
rl-tools/rl-tools An open-source C++ library for training reinforcement learning policies and controlling continuous-control environments. 645
jjkke88/rl_toolbox A collection of reinforcement learning algorithms and tools for training agents in complex environments. 43
araffin/rl-tutorial-jnrr19 A tutorial project providing an introduction to reinforcement learning with Stable Baselines3 616
luchris429/purejaxrl A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality 740
rajesh-siraskar/reinforcement-learning-for-control-of-valves Develops and tests a reinforcement learning-based control system for non-linear valve models using Deep Deterministic Policy-Gradient algorithm 79
corl-team/corl Provides high-quality implementations of offline and offline-to-online reinforcement learning algorithms in Python. 486
alex-petrenko/sample-factory A high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients. 833
rle-foundation/rlexplore Provides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning 369
matyama/deep-rl-hands-on A collection of examples and exercises from a deep reinforcement learning book 2
kaixhin/rainbow A Python implementation of a deep reinforcement learning algorithm combining multiple techniques for improved performance in Atari games 1,589
enlite-ai/maze An RL framework for building and training reinforcement learning models in Python 265
rlworkgroup/garage A toolkit for developing and evaluating reinforcement learning algorithms in a reproducible manner 1,886