Awesome Open Source
Awesome Open Source
Combined Topics
a3c x

The Top 317 A3c Open Source Projects

Reinforcement Learning With Tensorflow ⭐ 7,469
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
most recent commit 2 months ago
Tensorlayer ⭐ 7,041
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 83most recent commit 2 months agopypi tensorlayer} Downloads
Easy Rl ⭐ 5,323
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github
most recent commit 5 days ago
Reinforcement Learning ⭐ 2,923
Minimal and Clean Reinforcement Learning Examples
most recent commit 6 months ago
Deep Reinforcement Learning With Pytorch ⭐ 1,985
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit 8 months ago
Minimalrl ⭐ 1,944
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Slm Lab ⭐ 1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
most recent commit 5 months ago
Pfrl ⭐ 913
PFRL: a PyTorch-based deep reinforcement learning library
most recent commit 5 days ago
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
most recent commit a year ago
Pytorch A3c ⭐ 768
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
most recent commit 3 years ago
Super Mario Bros A3c Pytorch ⭐ 735
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
most recent commit 2 years ago
Pytorch Rl ⭐ 703
Deep Reinforcement Learning with pytorch & visdom
most recent commit 5 years ago
Async_deep_reinforce ⭐ 560
Asynchronous Methods for Deep Reinforcement Learning
most recent commit 4 years ago
Ga3c ⭐ 553
Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.
most recent commit 3 years ago
Rl Starter Files ⭐ 461
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
most recent commit 2 months ago
Rl_a3c_pytorch ⭐ 459
A3C LSTM Atari with Pytorch plus A3G design
most recent commit 2 years ago
Deep Rl Keras ⭐ 436
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
most recent commit 2 years ago
Async Rl ⭐ 372
Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)
most recent commit 6 years ago
Reinforcement_learning_tutorial_with_demo ⭐ 357
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..
most recent commit 4 years ago
A3c_trading ⭐ 333
Trading with recurrent actor-critic reinforcement learning
most recent commit a year ago
Meta Rl ⭐ 332
Implementation of Meta-RL A3C algorithm
most recent commit 6 years ago
Pytorch A3c ⭐ 289
Simple A3C implementation with pytorch + multiprocessing
most recent commit 3 years ago
Pysc2 Agents ⭐ 267
This is a simple implementation of DeepMind's PySC2 RL agents.
most recent commit 5 years ago
Rlcycle ⭐ 242
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
most recent commit 3 months ago
Reinforcement Learning Kr ⭐ 238
[파이썬과 케라스로 배우는 강화학습] 예제
most recent commit 3 years ago
Pytorch Actorcriticrl ⭐ 221
PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.
most recent commit 5 years ago
Deeprl Grounding ⭐ 213
Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)
most recent commit 4 years ago
Machin ⭐ 206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
total releases 7most recent commit a year ago
A3c_continuous ⭐ 202
A continuous action space version of A3C LSTM in pytorch plus A3G design
most recent commit 4 years ago
Acer ⭐ 196
Actor-critic with experience replay
most recent commit 3 years ago
Neural Localization ⭐ 173
Train an RL agent to localize actively (PyTorch)
most recent commit 4 years ago
Tensorflow Rl ⭐ 173
Implementations of deep RL papers and random experimentation
most recent commit 4 years ago
Noisynet A3c ⭐ 169
Noisy Networks for Exploration
most recent commit 5 years ago
Minos ⭐ 163
MINOS: Multimodal Indoor Simulator
most recent commit 3 years ago
Reinforcement_learning ⭐ 155
Reinforcement learning tutorials
most recent commit 8 months ago
Baby A3c ⭐ 153
A high-performance Atari A3C agent in 180 lines of PyTorch
most recent commit a year ago
Dqn_tensorflow ⭐ 152
Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'
most recent commit 5 years ago
Deeprl Tensorflow2 ⭐ 139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
most recent commit 2 years ago
Reinforcement_learning ⭐ 137
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
most recent commit 3 years ago
Savn ⭐ 111
Learning to Learn how to Learn: Self-Adaptive Visual Navigation using Meta-Learning (https://arxiv.org/abs/1812.00971)
most recent commit 3 years ago
Street Fighter A3c Icm Pytorch ⭐ 106
Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike
most recent commit 3 years ago
A3c Pytorch ⭐ 105
PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch
most recent commit 5 years ago
Pysc2 Rl Agents ⭐ 99
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
most recent commit 4 years ago
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
most recent commit a year ago
Reinforcement Learning ⭐ 93
Reinforcement learning baseline agent trained with the Actor-critic (A3C) algorithm.
most recent commit 3 years ago
Reinforce_py ⭐ 91
Reinforcement Learning in Python
most recent commit 3 years ago
Rl Examples ⭐ 88
Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow
most recent commit 2 years ago
Reinforcementlearning Atarigame ⭐ 87
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
most recent commit 4 years ago
Yarll ⭐ 84
Combining deep learning and reinforcement learning.
total releases 12most recent commit a year ago
Sc2aibot ⭐ 84
Implementing reinforcement-learning algorithms for pysc2 -environment
most recent commit 5 years ago
Async Deep Rl ⭐ 68
A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783
most recent commit 6 years ago
Pytorch A3c Mujoco ⭐ 62
Implement A3C for Mujoco gym envs
most recent commit 5 years ago
A3c ⭐ 60
Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.
most recent commit 5 years ago
Relaax ⭐ 58
Reinforcement Learning framework to facilitate development and use of scalable RL algorithms and applications
most recent commit 4 years ago
Super Mario Bros Rl ⭐ 57
This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros
most recent commit 4 years ago
Deep Reinforcement Learning Applied To Doom ⭐ 57
DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM
most recent commit 2 years ago
Reinforcepy ⭐ 54
Collection of reinforcement learners implemented in python. Mainly including DQN and its variants
most recent commit 5 years ago
Torch Ac ⭐ 51
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
most recent commit 2 years ago
Distributed Ba3c ⭐ 51
most recent commit 2 years ago
Fruit Api ⭐ 50
A Universal Deep Reinforcement Learning Framework
most recent commit a year ago
Tf A3c Gpu ⭐ 48
Tensorflow implementation of A3C algorithm
most recent commit 5 years ago
Async Rl ⭐ 44
Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]
most recent commit 5 years ago
Ai4u ⭐ 40
AI4U is a multi-engine plugin (Unity and Godot) that allows you to specify agents with reinforcement learning. Non-Player Characters (NPCs) of games can be designed using ready-made components.
most recent commit 2 days ago
Reinforcement Learning ⭐ 39
Personal experiments on Reinforcement Learning
most recent commit a year ago
Pytorch_a3c ⭐ 39
most recent commit 6 years ago
Dist A3c ⭐ 38
Distributed A3C
most recent commit 5 years ago
A3c Lstm ⭐ 37
A3C-LSTM algorithm tested on CartPole OpenAI Gym environment
most recent commit 4 years ago
Ocd A3c ⭐ 36
TensorFlow implementation of asynchronous advantage actor-critic (A3C)
most recent commit a year ago
Policy Gradient Methods ⭐ 35
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
most recent commit 3 years ago
Rl Gallery ⭐ 34
A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.
most recent commit 3 years ago
Q Optimality Tightening ⭐ 34
This is my implementation of the Optimality Tightening
most recent commit 5 years ago
Reinforcement Learning Kr V2 ⭐ 33
[파이썬과 케라스로 배우는 강화학습] 텐서플로우 2.0 개정판 예제
most recent commit 2 years ago
Pysc2 Rlagents ⭐ 32
Notes and scripts for SC2LE released by DeepMind and Blizzard, more details [here](https://github.com/deepmind/pysc2).
most recent commit 4 years ago
A3c_keras_flappybird ⭐ 32
Use Asynchronous advantage actor-critic algorithm (A3C) to play Flappy Bird using Keras
most recent commit 5 years ago
A2oc_delib ⭐ 30
A3C style Option-Critic with deliberation cost
most recent commit 5 years ago
A3c Distributed_tensorflow ⭐ 30
Distributed Tensorflow Implementation of Asynchronous Methods for Deep Reinforcement Learning
most recent commit 5 years ago
Deep_rl_acrobot ⭐ 30
TensorFlow A2C to solve Acrobot, with synchronized parallel environments
most recent commit 4 years ago
Deep Rl Agents ⭐ 28
most recent commit 3 years ago
Async Deep Flappybird ⭐ 28
Using Asynchronous Deep Reinforcement Learning to play Flappy Bird from pixel input.
most recent commit 5 years ago
Rainy ⭐ 28
☔️ Deep RL agents with PyTorch☔️
total releases 12most recent commit a year ago
A3c Super Mario Pytorch ⭐ 28
Reinforcement Learning for Super Mario Bros using A3C on GPU
most recent commit 4 years ago
Cups Rl ⭐ 27
Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"
most recent commit 3 years ago
A3c Continuous ⭐ 27
Tensorflow implementation of the asynchronous advantage actor-critic (a3c) reinforcement learning algorithm for continuous action space
most recent commit 5 years ago
A3c Mujoco ⭐ 26
most recent commit 5 years ago
Master Thesis ⭐ 25
Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex
most recent commit 5 years ago
Tensorpoker ⭐ 25
Deep RL based poker bot
most recent commit 5 years ago
Reinforcement_learning_with_tensorflow ⭐ 25
Minimal implementations of reinforcement learning algorithms by Tensorflow
most recent commit 5 years ago
Batch A3c_tensorflow ⭐ 25
Modified tensorflow implementation of 'Asynchronous Methods for Deep Reinforcement Learning'
most recent commit 6 years ago
Radial_rl ⭐ 25
Code used in our paper "Robust Deep Reinforment Learning through Adversarial Loss"
most recent commit a year ago
Srlf ⭐ 24
Simple Reinforcement Learning Framework
most recent commit 5 years ago
Ddrl ⭐ 22
most recent commit 2 years ago
Rlcode ⭐ 21
most recent commit 3 years ago
A3c ⭐ 21
Asynchronous Advantage Actor Critic
most recent commit 6 years ago
Awesome Deep Reinforcement Learning ⭐ 21
A collection of resources about deep reinforcement learning
most recent commit 6 years ago
A3c ⭐ 20
PyTorch implementation of "Asynchronous advantage actor-critic"
most recent commit 4 years ago
A3c Crypto Trader ⭐ 20
Deep Reinforcement Learning A3C Crypto Trading Bot
most recent commit 5 years ago
Deep_rl_vizdoom ⭐ 19
Deep reinforcement learning in ViZDoom (using Tensorflow)
most recent commit 5 years ago
Bombora ⭐ 19
My experimentations with Reinforcement Learning in Pytorch
most recent commit 5 years ago
Rl_3d ⭐ 18
Reinforcement learning in 3D.
most recent commit 5 years ago
Deeprl ⭐ 18
Deep Reinforcement Learning
most recent commit 5 years ago
1-100 of 317 projects
Categories
Advertising 📦 8
All Projects
Application Programming Interfaces 📦 107
Applications 📦 174
Artificial Intelligence 📦 69
Blockchain 📦 66
Build Tools 📦 105
Cloud Computing 📦 68
Code Quality 📦 24
Collaboration 📦 27
Command Line Interface 📦 38
Community 📦 79
Companies 📦 60
Compilers 📦 59
Computer Science 📦 73
Configuration Management 📦 37
Content Management 📦 153
Control Flow 📦 187
Data Formats 📦 72
Data Processing 📦 249
Data Storage 📦 116
Economics 📦 56
Frameworks 📦 178
Games 📦 110
Graphics 📦 92
Hardware 📦 137
Integrated Development Environments 📦 43
Learning Resources 📦 139
Legal 📦 24
Libraries 📦 117
Lists Of Projects 📦 19
Machine Learning 📦 313
Mapping 📦 57
Marketing 📦 15
Mathematics 📦 54
Media 📦 214
Messaging 📦 96
Networking 📦 292
Operating Systems 📦 72
Operations 📦 114
Package Managers 📦 50
Programming Languages 📦 173
Runtime Environments 📦 90
Science 📦 42
Security 📦 342
Social Media 📦 23
Software Architecture 📦 65
Software Development 📦 60
Software Performance 📦 53
Software Quality 📦 116
Text Editors 📦 40
Text Processing 📦 118
User Interface 📦 291
User Interface Components 📦 440
Version Control 📦 26
Virtualization 📦 63
Web Browsers 📦 35
Web Servers 📦 23
Web User Interface 📦 167
Top Programming Languages
Javascript  (1,090,060)
Python  (836,862)
Java  (396,315)
Php  (289,821)
Typescript  (266,127)
C Plus Plus  (245,644)
Ruby  (222,621)
C  (186,064)
Shell  (175,562)
C Sharp  (169,379)
Golang  (163,592)
Swift  (66,730)
Rust  (61,591)
R  (59,598)
Objective C  (57,116)
Dart  (56,061)
Kotlin  (49,101)
Lua  (35,607)
Matlab  (31,776)
Perl  (30,633)
Language  (29,988)
Scala  (28,906)
Haskell  (20,613)
Powershell  (19,524)
Clojure  (19,265)
Bash  (18,860)
Coffeescript  (17,224)
Elixir  (16,943)
Assembly  (15,003)
Processing  (13,286)
Julia  (13,275)
Basic  (10,702)
Emacs Lisp  (10,558)
Flow  (10,532)
Erlang  (9,072)
Solidity  (8,893)
Groovy  (8,490)
Scheme  (8,419)
Ocaml  (6,797)
Pascal  (6,570)
Hack  (6,461)
Lisp  (6,345)
Fortran  (5,644)
Elm  (5,505)
Common Lisp  (5,379)
Dlang  (4,763)
Shell Script  (4,727)
Python Library  (4,474)
Crystal  (4,402)
Scripting  (4,218)
Top Projects
Freecodecamp ⭐ 353,860
996.icu ⭐ 263,876
Free Programming Books ⭐ 249,820
Coding Interview University ⭐ 234,090
Awesome ⭐ 220,672
Developer Roadmap ⭐ 212,635
Public Apis ⭐ 209,615
Vue ⭐ 199,611
System Design Primer ⭐ 197,601
React ⭐ 195,230
Tensorflow ⭐ 167,934
Build Your Own X ⭐ 165,260
Bootstrap ⭐ 159,657
You Dont Know Js ⭐ 159,180
Cs Notes ⭐ 156,901
Javascript Algorithms ⭐ 151,359
Ohmyzsh ⭐ 150,386
Python ⭐ 145,251
Flutter ⭐ 145,242
Awesome Python ⭐ 142,001
Gitignore ⭐ 138,733
Linux ⭐ 138,490
Vscode ⭐ 136,934
Javaguide ⭐ 127,508
Javascript ⭐ 127,377
Computer Science ⭐ 123,917
Python 100 Days ⭐ 123,512
Youtube Dl ⭐ 113,542
Fucking Algorithm ⭐ 110,396
The Art Of Command Line ⭐ 109,914
React Native ⭐ 105,024
Go ⭐ 104,049
Awesome Selfhosted ⭐ 103,828
Electron ⭐ 103,793
30 Seconds Of Code ⭐ 102,805
D3 ⭐ 101,796
Create React App ⭐ 97,104
Axios ⭐ 95,834
Free Programming Books Zh_cn ⭐ 94,901
Next.js ⭐ 93,062
Kubernetes ⭐ 92,328
Node ⭐ 90,542
Awesome Go ⭐ 88,320
Three.js ⭐ 85,553
Deno ⭐ 85,410
Terminal ⭐ 85,389
Typescript ⭐ 84,486
Angular ⭐ 84,020
Ant Design ⭐ 81,977
Nodebestpractices ⭐ 81,676
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2022 Awesome Open Source.  All rights reserved.