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51 search results found

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Elegantrl ⭐ 3,229

Massively Parallel Deep Reinforcement Learning. 🔥

Minimalrl ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Reinforcement Learning Algorithms ⭐ 407

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

Deep_rl ⭐ 372

PyTorch implementations of deep reinforcement learning algorithms

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

Reinforcement Learning Algorithms Based on PyTorch

Rlcycle ⭐ 242

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

Deep Reinforcement Learning Algorithms ⭐ 235

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

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

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

Deeprl Tensorflow2 ⭐ 139

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Torchrl ⭐ 127

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

Paddle Rlbooks ⭐ 108

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Mujoco Benchmark ⭐ 78

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

Model Free Algorithms ⭐ 52

TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x

Reinforcementlearningzoo.jl ⭐ 45

Rl_bootcamp ⭐ 41

Repository for slides & codes of RL Korea Bootcamp

Drl_algorithm_library ⭐ 33

This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.

☔ Deep RL agents with PyTorch☔

Reinforcement_learning_with_pytorch ⭐ 27

Implement some algorithms of RL

Rl Pytorch ⭐ 20

A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Deep Rl Toolkit ⭐ 15

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Deep Reinforcement Learning ⭐ 14

To keep track and showcase

Lightweight deep RL Libraray for continuous control.

Mlagents ⭐ 13

This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.

[ICRA'23] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot

Mujoco Pytorch ⭐ 12

PPO, DDPG, SAC implementation on mujoco environment

Deep_reinforcement_learning_trading ⭐ 12

Deep Reinforcement Learning for Trading

Rlcodebase ⭐ 12

RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms

A simple and neat implementation of reinforcement learning algorithms.

Deeper_larger_actor Critic_rl ⭐ 11

Pytorch implementation of large network design in continous control RL.

Modular_her ⭐ 11

Modular-HER is revised from OpenAI baselines and supports many improvements for Hindsight Experience Replay as modules.

Reinforcement Learning ⭐ 11

Collection of reinforcement learning algorithms implementations with TensorFlow2

Policy_based_rl ⭐ 10

The implement of the policy gradient RL algorithm with pytorch

ReLAx - Reinforcement Learning Applications Library

A Torch Based RL Framework for Rapid Prototyping of Research Papers

Rl Basics ⭐ 8

Simple single file implementation of Deep Reinforcement Learning algorithms

Deep Reinforcement Learning With Pytorch ⭐ 8

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.

Deep reinforcement learning framework for fast prototyping based on PyTorch

Version 3.0.0 Pytorch implementations of DQN, DDQN, DDPG, SAC, Discrete SAC. With more features :)

Machinelearning ⭐ 6

Various machine learning implementations and tools

Synapse Rl ⭐ 6

PyTorch framework for reinforcement learning

Spinning_up_kr ⭐ 6

BasicRL: easy and fundamental codes for deep reinforcement learning。It is an improvement on rainbow-is-all-you-need and OpenAI Spinning Up.

Smart Calibration ⭐ 5

Deep reinforcement learning for smart calibration of radio telescopes. Automatic hyper-parameter tuning.

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