Awesome Open Source
Awesome Open Source
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The Top 32 A3c Open Source Projects

Tensorlayer ⭐ 6,665
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Reinforcement Learning With Tensorflow ⭐ 6,561
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Reinforcement Learning ⭐ 2,770
Minimal and Clean Reinforcement Learning Examples
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)
Deep Reinforcement Learning With Pytorch ⭐ 1,582
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Slm Lab ⭐ 945
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Pytorch A3c ⭐ 914
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Btgym ⭐ 813
Scalable, event-driven, deep-learning-friendly backtesting library
Super Mario Bros A3c Pytorch ⭐ 805
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
Pytorch Rl ⭐ 759
Deep Reinforcement Learning with pytorch & visdom
Async_deep_reinforce ⭐ 573
Asynchronous Methods for Deep Reinforcement Learning
Rl_a3c_pytorch ⭐ 493
A3C LSTM Atari with Pytorch plus A3G design
Reinforcement_learning_tutorial_with_demo ⭐ 480
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
Deep Rl Keras ⭐ 428
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Pytorch A3c ⭐ 391
Simple A3C implementation with pytorch + multiprocessing
Deeprl Tensorflow2 ⭐ 375
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Rl Starter Files ⭐ 364
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
Ai Blog ⭐ 358
Accompanying repository for Let's make a DQN / A3C series.
Rl4j ⭐ 335
Deep Reinforcement Learning for the JVM (Deep-Q, A3C)
Pysc2 Agents ⭐ 265
This is a simple implementation of DeepMind's PySC2 RL agents.
A3c_continuous ⭐ 230
A continuous action space version of A3C LSTM in pytorch plus A3G design
Rlcycle ⭐ 206
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Tensorflow Rl ⭐ 176
Implementations of deep RL papers and random experimentation
Baby A3c ⭐ 153
A high-performance Atari A3C agent in 180 lines of PyTorch
Reinforcementlearning Atarigame ⭐ 129
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
A3c Pytorch ⭐ 109
PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch
Reinforcement_learning ⭐ 101
Reinforcement learning tutorials
Torch Ac ⭐ 94
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Policy Gradient Methods ⭐ 60
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
Bombora ⭐ 18
My experimentations with Reinforcement Learning in Pytorch
A3c ⭐ 9
MXNET + OpenAI Gym implementation of A3C from "Asynchronous Methods for Deep Reinforcement Learning"
1-32 of 32 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