Awesome Open Source
Awesome Open Source
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The Top 35 Ddpg Open Source Projects

Reinforcement Learning With Tensorflow ⭐ 6,561
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Deep Reinforcement Learning ⭐ 3,848
Repo for the Deep Reinforcement Learning Nanodegree program
Tianshou ⭐ 3,264
An elegant PyTorch deep reinforcement learning library.
Deeprl ⭐ 2,518
Modularized Implementation of Deep RL Algorithms in PyTorch
Easy Rl ⭐ 2,248
强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/
Minimalrl ⭐ 1,929
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Elegantrl ⭐ 956
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch. 🔥
Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020 ⭐ 724
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
Mushroom Rl ⭐ 475
Python library for Reinforcement Learning.
Autonomous Learning Library ⭐ 459
A PyTorch library for building deep reinforcement learning agents.
Reinforcement Learning Algorithms ⭐ 446
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 Keras ⭐ 428
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Pytorch Rl ⭐ 398
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Deeprl Tensorflow2 ⭐ 375
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Openai_lab ⭐ 315
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Pytorch Ddpg ⭐ 301
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
Pytorch Ddpg Naf ⭐ 263
Implementation of algorithms for continuous control (DDPG and NAF).
Pytorch Drl ⭐ 256
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Train Robot Arm From Scratch ⭐ 249
Build environment and train a robot arm from scratch (Reinforcement Learning)
Deep Reinforcement Learning Algorithms ⭐ 248
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.
Machine Learning Is All You Need ⭐ 209
🔥🌟《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!
Rlcycle ⭐ 206
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Machin ⭐ 191
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Hindsight Experience Replay ⭐ 166
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 141
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Tf2 Rl ⭐ 129
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Openaigym ⭐ 119
Solving OpenAI Gym problems.
Mujoco Benchmark ⭐ 109
Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library
Torchrl ⭐ 107
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Reinforcement Learning ⭐ 104
🤖 Implements of Reinforcement Learning algorithms.
Paddle Rlbooks ⭐ 99
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Reinforcement Learning Wechat Jump ⭐ 93
Reinforcement Learning for WeChat Jump
Run Skeleton Run ⭐ 83
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Policy Gradient Methods ⭐ 60
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
1-35 of 35 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210