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The Top 31 Ddpg Open Source Projects
Categories
>
Machine Learning
>
Ddpg
Reinforcement Learning With Tensorflow
⭐
6,281
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Deep Reinforcement Learning
⭐
3,722
Repo for the Deep Reinforcement Learning Nanodegree program
Tianshou
⭐
2,847
An elegant PyTorch deep reinforcement learning platform.
Deeprl
⭐
2,397
Modularized Implementation of Deep RL Algorithms in PyTorch
Minimalrl
⭐
1,806
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Elegantrl
⭐
727
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch. 🔥
Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020
⭐
576
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
Mushroom Rl
⭐
451
Python library for Reinforcement Learning.
Reinforcement Learning Algorithms
⭐
436
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)
Autonomous Learning Library
⭐
433
A PyTorch library for building deep reinforcement learning agents.
Deep Rl Keras
⭐
403
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Pytorch Rl
⭐
393
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Lagom
⭐
363
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Deeprl Tensorflow2
⭐
335
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Openai_lab
⭐
313
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Pytorch Ddpg
⭐
276
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
Pytorch Ddpg Naf
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258
Implementation of algorithms for continuous control (DDPG and NAF).
Train Robot Arm From Scratch
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243
Build environment and train a robot arm from scratch (Reinforcement Learning)
Pytorch Drl
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237
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Rlcycle
⭐
188
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Deep Reinforcement Learning Algorithms
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188
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
⭐
182
🔥🌟《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!
Machin
⭐
160
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Hindsight Experience Replay
⭐
140
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Deep Reinforcement Learning In Large Discrete Action Spaces
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135
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Openaigym
⭐
110
Solving OpenAI Gym problems.
Reinforcement Learning
⭐
104
🤖 Implements of Reinforcement Learning algorithms.
Torchrl
⭐
96
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
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
⭐
54
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
1-31 of 31 projects
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Command Line Interface
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Companies
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Compilers
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Computer Science
📦 80
Configuration Management
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Content Management
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Control Flow
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Data Formats
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Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
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Games
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Graphics
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Hardware
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Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
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Marketing
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Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
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Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
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📦 136
User Interface
📦 330
User Interface Components
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Version Control
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Virtualization
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Web Browsers
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