Reinforcement Learning Algorithms Python Packages

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

sb3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

di-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

py-draughts

Fastest Python draughts/checkers library — bitboards, 8 variants, alpha-beta engine, web UI. ~200x faster than pydraughts.

autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

helx

Interoperate among reinforcement learning libraries with jax, pytorch, gym and dm_env

simple-rl

A simple framework for experimenting with Reinforcement Learning in Python.

mabalgs

:bust_in_silhouette: Multi-Armed Bandit Algorithms Library (MAB) :cop:

rofunc

🤖 The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation

rllib

A lib for RL

corl

Core ACT3 Reinforcement Learning (RL) Library - Core framework and base implementations of common things such as controllers, glues, observes, sensors, evaluation, and etc

onn

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

pyrandwalk

:walking:Python Library for Random Walks

yarll

Combining deep learning and reinforcement learning.

pokerrl

Framework for Multi-Agent Deep Reinforcement Learning in Poker

rllite

rl lite repository

rex-gym

No description available

pyrddlgym-rl

pyRDDLGym-rl: Wrappers for reinforcement learning algorithms (i.e. stable baselines 3) to work with pyRDDLGym.

rlforge

RL Forge is an open source reinforcement learning library that aims to provide the users with useful functions for the development of Reinforcement Learning Agents. The library also includes multiple popular reinforcement learning agents and environments, in addition, it is designed to be compatible with the gymnasium library (previous OpenAI Gym).

lycorisq

A neat reinforcement learning framework based on LycorisNet.

rl-learn

A package to accompany the book "Reinforcement Learning: A Python Introduction"

pytorch-rl

Reinforcement Learning using PyTorch

behavioralflow

Reinforcement learning library inspired by Behavioral Psychology, focused on simplicity. It uses Python dictionaries instead of complex tables, making implementation intuitive. Agents learn through reinforcement and punishment, considering context and consequences. They can also combine actions to create new behaviors.