rl-code-lib Goto Github PK

jaxrl

Jax (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

jorldy

Repository for Open Source Reinforcement Learning Framework JORLDY

kair_algorithms_draft

Reinforcement learning algorithms for robot control tasks

kiox

A composable experience replay buffer library

lagom

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

launchpad

level-replay

This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the fact that not all levels are equally useful for agents to learn from during training.

machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

magi

Reinforcement learning library in JAX.

malib

A general-purpose multi-agent training framework.

mazelab

A customizable framework to create maze and gridworld environments

mbrl-lib

Library for Model Based RL

mctx

Monte Carlo tree search in JAX

megaverse

High-throughput simulation platform for Artificial Intelligence reseach

memoire

microtbs-rl

Training reinforcement learning agents to beat a simple turn-based strategy game

moolib

A library for distributed ML training with PyTorch

mrl

mtrl

Multi Task RL Baselines

mushroom-rl

Python library for Reinforcement Learning.

neural-fictitous-self-play

Scalable Implementation of Neural Fictitous Self-Play

nnabla-rl

Deep reinforcement learning library built on top of Neural Network Libraries

nxdo

Deep RL Code for XDO: A Double Oracle Algorithm for Extensive-Form Games

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

paac

Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning

parl

A high-performance distributed training framework for Reinforcement Learning

pfrl

PFRL: a PyTorch-based deep reinforcement learning library

pomdp-baselines

Simple (but often Strong) Baselines for POMDPs in PyTorch

pybullet-gym

Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

pymdp

A Python implementation of active inference for Markov Decision Processes