Reinforcement Learning Agent Python Packages

synalinks

Keras based framework for neuro-symbolic LM systems

easyagents

Reinforcement Learning for Practitioners.

evorl-jax

EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.

pyrddlgym-rl

Wrappers for reinforcement learning algorithms (i.e. stable baselines 3, RLlib) to work with pyRDDLGym.

fasticrl

In-Context Reinforcement Learning for LLMs — no fine-tuning, no gradient updates.

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).

infotheory-rs

An Algorithmic Information Theory Library (And Information-theory broadly); Implements numerous approximations, estimations, as well as a comprehensive MC-AIXI Agent & Model Ensemble platform.

polygramme-rlcli

A CLI Interface for continual learning

lazaro

Reinforcement learning framework for implementing custom models on custom environments using state of the art RL algorithms

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.

reinforceui-studio

ReinforceUI-Studio. A Python-based application designed to simplify the configuration and monitoring of RL training processes. Supporting MuJoCo, OpenAI Gymnasium, and DeepMind Control Suite. Algorithms included: CTD4, DDPG, DQN, PPO, SAC, TD3, TQC

evolverl

Empower Truly Autonomous AI Agents through our Experimental Adversarial and Evolutionary Reinforcement Learning Framework. Join our Community: https://t.me/evolveRL_portal

mseep-synalinks

Keras based framework for neuro-symbolic LM systems

timeseries-agent

A Policy Gradient RL agent for time series prediction using PyTorch Lightning.

lrl

lrl: Learn Reinforcement Learning - A package to help people learn basic planning and Reinforcement Learning

tabular-rl

A simple Reinforcement Learning framework to decouple agents from environments in discrete-state settings with implementations of double Q-learning and policy iteration through dynamic programming.

talia

A UCI-compatible four-player chess engine