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63 search results found

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Minimalrl ⭐ 2,417

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

Rl Baselines3 Zoo ⭐ 1,640

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Rl Baselines Zoo ⭐ 1,025

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Pytorch Drl ⭐ 387

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

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

Pytorch Rl ⭐ 356

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Openai_lab ⭐ 314

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Reinforced Recommendation toolkit build around pytorch 1.7

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Rlcycle ⭐ 242

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

Stable Baselines ⭐ 221

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Input Convex Neural Networks

Deepreinforcementlearningthatmatters ⭐ 137

Accompanying code for "Deep Reinforcement Learning that Matters"

Rl_carla ⭐ 133

Use Reinforcement Learning to train an autonomous driving agent in CARLA Simulator

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

Run Skeleton Run ⭐ 81

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

Mujoco Benchmark ⭐ 78

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

Pytorch Distributed ⭐ 74

Ape-X DQN & DDPG with pytorch & tensorboard

Learning2run ⭐ 53

Our NIPS 2017: Learning to Run source code

A library for reinforcement learning research

Rl_bootcamp ⭐ 41

Repository for slides & codes of RL Korea Bootcamp

Deep Rl Agents ⭐ 28

Ddpg Pytorch ⭐ 28

PyTorch implementation of DDPG for continuous control tasks.

Fast Reinforcement Learning ⭐ 26

Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme

Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcement Learning" for additional details.

Recurrent continuous reinforcement learning algorithms implemented in Pytorch.

fork of rl-baseline-zoo

Codes For Rl Per ⭐ 15

A novel DDPG method with prioritized experience replay (IEEE SMC 2017)

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 ....

Robot Learning ⭐ 14

Pytorch Rl ⭐ 14

Pytorch Implementation of RL algorithms

Rl_pro_telu ⭐ 13

A clean framework and implementations for reinforcement learning algorithms.

Rl Server ⭐ 12

Reinforcement Learning Server

Rl Practice Keras ⭐ 11

Sky130_ldo_rl ⭐ 11

This repo contains the code that runs RL+GNN to optimize LDOs in SKY130 process.

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Tello Rl Yolo ⭐ 10

Tello drone object tracking using object detection (YOLO) and reinforcement learning (DDPG)

Policy_based_rl ⭐ 10

The implement of the policy gradient RL algorithm with pytorch

Reinforcementlearninginautopilot ⭐ 8

RL in AutoPilot 自动驾驶强化学习：效果展示，框架设计、算法和训练经验文档等（部分开源，update from private repo: egocar）

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.

Example of an agents for neodroid environments 💡

Rl Framework ⭐ 8

Framework of Reinforcement Learning algorithms for AILab, Peking University

Deepreinforcementlearningnanodegree ⭐ 8

Exercices and assignments from the Udacity deep reinforcement learning nanodegree

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

Reinforcement Learning ⭐ 7

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Benchmark Efficient Reinforcement Learning With Demonstrations ⭐ 7

Benchmark present methods for efficient reinforcement learning. Methods include Reptile, MAML, Residual Policy, etc. RL algorithms include DDPG, PPO.

Ddpg Portfolio Management ⭐ 7

Build DDPG models and test on stock market

Distributed Reinforcement Learning Framework

Rlcontrol ⭐ 6

Implementation of Continuous Control RL Algorithms

Rl_atari_pytorch ⭐ 6

ReinforcementLearning Learn Play Atari Using DDPG and LSTM.

A generic, easy to use, and keras-compatible deep RL framework

Rl Agents ⭐ 6

Gym Td3 Keras ⭐ 6

Keras Implementation of TD3(Twin Delayed DDPG) with PER(Prioritized Experience Replay) option on OpenAI gym framework

Deeprl Ai ⭐ 5

Deep Reinforcement Learning and Artificial Intelligence in Robotics

Implementation of Sparse Graphical Memory (SGM) and Search on the Replay Buffer (SoRB) in PyTorch

Related Searches

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Pytorch Rl (216)

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