MAgent

google-deepmind/rlax1.3K

RL builder

A Python library providing reinforcement learning building blocks for implementing agent policies and functions

aunum/gold345

RL library

A reinforcement learning library for Go, providing a set of agents to solve challenges in various environments.

google-deepmind/meltingpot637

Social Learning Test Suite

Assesses generalization of multi-agent reinforcement learning algorithms to novel social situations

eleurent/rl-agents596

RL frameworks

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

catalyst-team/catalyst-rl46

RL framework

A PyTorch framework for accelerating reinforcement learning research and development by providing a modular, reusable, and customizable training loop

devendrachaplot/deeprl-grounding237

RL Agent Trainer

Trains an RL agent to execute natural language instructions in a 3D environment using a combination of A3C and gated attention mechanisms.

rll-research/url_benchmark335

RL Benchmark

A benchmark suite for unsupervised reinforcement learning agents, providing pre-trained models and scripts for testing and fine-tuning agent performance.

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

google-research/deep_ope85

RL benchmarks

Provides benchmarking policies and datasets for offline reinforcement learning

carla-simulator/reinforcement-learning245

RL agent

An implementation of an actor-critic reinforcement learning algorithm in Python.

jjkke88/rl_toolbox43

RL Toolbox

A collection of reinforcement learning algorithms and tools for training agents in complex environments.

alex-petrenko/sample-factory839

RL library

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

sjtu-marl/malib507

RL framework

A framework for parallel population-based reinforcement learning

enlite-ai/maze266

RL Framework

An RL framework for building and training reinforcement learning models in Python

horizonrobotics/alf306

RL framework

A framework for implementing complex reinforcement learning algorithms with flexibility and ease of implementation