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80 search results found

Easy Rl ⭐ 7,643

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Deeprl ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

Minimalrl ⭐ 2,417

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

Finrl Trading ⭐ 1,858

For trading. Please star.

Rl Baselines3 Zoo ⭐ 1,640

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

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)

Pytorch Drl ⭐ 387

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

Deep_rl ⭐ 372

PyTorch implementations of deep reinforcement learning algorithms

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!

Reinforcement Learning Algorithms Based on PyTorch

Openai_lab ⭐ 314

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

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.

Pytorch Ddpg ⭐ 207

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

Motion Planner Reinforcement Learning ⭐ 175

End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo

Deeprl Tensorflow2 ⭐ 139

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

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Reinforcement Learning ⭐ 95

🤖 Implements of Reinforcement Learning algorithms.

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

Vn Maddpg ⭐ 92

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

A Deep Rl Approach For Sdn Routing Optimization ⭐ 90

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

Pytorch Distributed ⭐ 74

Ape-X DQN & DDPG with pytorch & tensorboard

Turtlebot3_ddpg_collision_avoidance ⭐ 72

Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay

Deep reinforcement learning for recommendation system

Td3 Pytorch Bipedalwalker V2 ⭐ 47

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

A library for reinforcement learning research

Rl_bootcamp ⭐ 41

Repository for slides & codes of RL Korea Bootcamp

Wolpertinger_ddpg ⭐ 34

Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatible.

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_acrobot ⭐ 30

TensorFlow A2C to solve Acrobot, with synchronized parallel environments

PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

Deep Rl Agents ⭐ 28

☔ Deep RL agents with PyTorch☔

Reinforcement_learning_with_pytorch ⭐ 27

Implement some algorithms of RL

Deep Developmental Reinforcement Learning

Tutorial4rl ⭐ 25

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

国内第一个基于TensorFlow2.0、支持非gym环境训练、支持可视化配置的强化学习应用编程框架

Simple Reinforcement Learning Framework

End to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Mobile_robot_rl ⭐ 17

Mobile robot control in V-REP using Deep Reinforcement Learning Algorithms.

Deepcoord ⭐ 17

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

Spiking Ddpg Mapless Navigation ⭐ 17

Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.

Deep Rl Mxnet ⭐ 16

Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO

Deep Rl Quadcopter ⭐ 16

Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!

Webdl Ddpg ⭐ 16

Deep Deterministic Policy Gradient with WebGL and CUDA

Drr_restaurants ⭐ 15

A PyTorch implementation of the DRR framework (deep reinforcement learning, DDPG, PER, PMF) as it applies to restaurant recommendation.

Deeprl Continuous Control ⭐ 14

Learning Continuous Control in Deep Reinforcement Learning

Deep Reinforcement Learning ⭐ 14

To keep track and showcase

Series of deep reinforcement learning algorithms 🤖

Lightweight deep RL Libraray for continuous control.

Distributed_ddpg ⭐ 12

Parallel implementation of DDPG

A clean framework and implementations for reinforcement learning algorithms.

Deeper_larger_actor Critic_rl ⭐ 11

Pytorch implementation of large network design in continous control RL.

A JAX Implementation of the Twin Delayed DDPG Algorithm

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Rl Based Control Of A Soft Continuum Robot ⭐ 10

Simulation based Soft Continuum Robot Control via Reinforcement Learning

Portfolio Management Actorcriticrl ⭐ 9

Portfolio management using Actor-Critic Deep Reinforcement Learning algorithms including A2C, DDPG, and PPO

Deepreinforcementlearningnanodegree ⭐ 8

Exercices and assignments from the Udacity deep reinforcement learning nanodegree

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

Deep reinforcement learning framework for fast prototyping based on PyTorch

Ddpg Tensorflow ⭐ 8

a simple demo of pendulem control using DDPG algorithm

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

Peg_in_hole_assembly ⭐ 7

Deep reinforcement learning for robotic peg-in-hole assembly task

Deep Rl Autonomous Systems ⭐ 7

Designing a control system to exploit model-free deep reinforcement learning algorithms to solve a real-world autonomous driving task of a small robot.

Reinforcement Learning ⭐ 7

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

Synapse Rl ⭐ 6

PyTorch framework for reinforcement learning

Deep Reinforcement Learning repository

Deep_reinforcement_learning ⭐ 6

Train agents to walk, drive by themself using Unity ML Agent, OpenAI Gym and PyTorch

Rlcontrol ⭐ 6

Implementation of Continuous Control RL Algorithms

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

Deep_reinforcement_learning ⭐ 5

Deep Reinforcement Learning Algorithms in PyTorch

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

Skill Based Exploration Drl ⭐ 5

code for reproducing results in paper on skill based exploration

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