a3c

There are 6 repositories under a3c topic.

MorvanZhou / Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial
Language:Python 8686
datawhalechina / easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
a3c ddpg deep-reinforcement-learning double-dqn dqn dueling-dqn easy-rl imitation-learning policy-gradient ppo q-learning reinforcement-learning sarsa td3
Language:Jupyter Notebook 8319
TensorLayer
tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
a3c artificial-intelligence chatbot deep-learning dqn gan google imagenet neural-network object-detection python reinforcement-learning tensorflow tensorflow-tutorial tensorflow-tutorials tensorlayer
Language:Python 7301
sweetice / Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
policy-gradient pytorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c resnet algorithm deep-learning reinforce actor-critic sac td3 trpo
Language:Python 3651
rlcode / reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
reinforcement-learning deep-learning deep-reinforcement-learning machine-learning policy-gradient deep-q-network dqn actor-critic a3c
Language:Python 3311
seungeunrho / minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple
Language:Python 2763
SLM-Lab
kengz / SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
pytorch reinforcement-learning deep-reinforcement-learning benchmark policy-gradient dqn ppo sac a2c a3c
Language:Python 1220
ikostrikov / pytorch-a3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
python reinforcement-learning pytorch deep-learning actor-critic a3c pytorch-a3c asynchronous-methods deep-reinforcement-learning asynch asynchronous-advantage-actor-critic
Language:Python 1198
uvipen / Super-mario-bros-A3C-pytorch
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
reinforcement-learning a3c pytorch gym python deep-learning super-mario-bros mario ai
Language:Python 1014
Kismuz / btgym
Scalable, event-driven, deep-learning-friendly backtesting library
reinforcement-learning deep-reinforcement-learning gym-environment openai-gym backtesting-trading-strategies algorithmic-trading-library time-series a3c tensorflow backtrader unreal advantage-actor-critic policy-optimisation policy-gradient quantitive-finance algoritmic-trading statistical-arbitrage hacktoberfest
Language:Python 980
jingweiz / pytorch-rl
Deep Reinforcement Learning with pytorch & visdom
a3c acer actor-critic deep-learning deep-reinforcement-learning dqn pytorch pytorch-a3c reinforcement-learning trpo visdom
Language:Python 794
omerbsezer / Reinforcement_learning_tutorial_with_demo
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..
reinforcement-learning tutorial machine-learning q-learning sarsa td-learning policy-gradient deep-reinforcement-learning imitation-learning meta-learning actor-critic pomdps dynamic-programming dyna a3c
Language:Jupyter Notebook 696
lcswillems / rl-starter-files
RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code
pytorch multi-process minigrid a2c a3c ppo preprocessed-observations reward-shaping
Language:Python 621
miyosuda / async_deep_reinforce
Asynchronous Methods for Deep Reinforcement Learning
tensorflow reinforcement-learning a3c deep-learning
Language:Python 587
marload / DeepRL-TensorFlow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
tensorflow machine-learning reinforcement-learning a2c a3c reinforce dqn trpo ppo sac ddpg deep-learning deep-reinforcement-learning tensorflow2 dueling-dqn double-dqn rainbow-dqn
Language:Python 585
MorvanZhou / pytorch-A3C
Simple A3C implementation with pytorch + multiprocessing
pytorch a3c gym neural-network asynchronous-advantage-actor-critic multiprocessing toy-example actor-critic
Language:Python 582
dgriff777 / rl_a3c_pytorch
A3C LSTM Atari with Pytorch plus A3G design
python pytorch pytorch-a3c reinforcement-learning atari openai-gym a3c deep-reinforcement-learning actor-critic asynchronous-advantage-actor-critic a3c-gpu a3g
Language:Python 557
germain-hug / Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
a2c a3c d3qn ddpg ddqn dqn dueling gym keras keras-rl openai policy-gradient reinforcement-learning
Language:Python 525
jaromiru / AI-blog
Accompanying repository for Let's make a DQN / A3C series.
a3c dqn keras reinforcement-learning tensorflow tutorial
Language:Python 390
pythonlessons / Reinforcement_Learning
Reinforcement learning tutorials
dqn ddqn dueling-dqn d3qn reinforcement-learning a2c policy-gradient a3c ppo ppo-agent actor-critic-algorythm lunarlander bipedalwalker
Language:Python 354
sudharsan13296 / Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
deep-reinforcement-learning reinforcement-learning trpo ppo ddpg td3 sac inverse-reinforcement-learning c51 a3c actor-critic a2c deep-learning dqn openai-gym policy-gradient double-dqn q-learning bellman-equation
Language:Jupyter Notebook 309
cyoon1729 / RLcycle
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
reinforcement-learning pytorch a2c ddpg hydra a3c dqn quantile-regression sac rainbow-dqn
Language:Python 294
xiaowei-hu / pysc2-agents
This is a simple implementation of DeepMind's PySC2 RL agents.
a3c pysc2 reinforcement-learning
Language:Python 272
dgriff777 / a3c_continuous
A continuous action space version of A3C LSTM in pytorch plus A3G design
a3c a3c-lstm pytorch openai-gym pytorch-a3c a3c-gpu a3g
Language:Python 255
lcswillems / torch-ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
pytorch reinforcement-learning actor-critic deep-reinforcement-learning multi-process minigrid a2c a3c ppo advantage-actor-critic proximal-policy-optimization recurrent reward-shaping recurrent-neural-networks
Language:Python 190
steveKapturowski / tensorflow-rl
Implementations of deep RL papers and random experimentation
a3c pgq trpo dqn openai-gym tensorflow reinforcement-learning
Language:Python 177
greydanus / baby-a3c
A high-performance Atari A3C agent in 180 lines of PyTorch
deep-reinforcement-learning a3c actor-critic pytorch pytorch-a3c atari pytorch-rl
Language:Python 168
Nasdin / ReinforcementLearning-AtariGame
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 a3c-lstm pytorch openai-gym reinforcement-learning universe lstm adam rmsprop reinforcement-learning-algorithms reinforcement-agents python deep-reinforcement-learning actor-critic asynchronous-advantage-actor-critic
Language:Jupyter Notebook 167
uvipen / Street-fighter-A3C-ICM-pytorch
Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike
reinforcement-learning a3c icm curiosity-driven python3 deep-learning street-fighter ai
Language:Python 157
simonmeister / pysc2-rl-agents
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
pysc2 deep-reinforcement-learning a2c tensorflow pysc2-mini-games pysc2-agent starcraft-ii a3c
Language:Python 134
onlytailei / A3C-PyTorch
PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch
deep-reinforcement-learning a3c
Language:Python 114
cyoon1729 / Policy-Gradient-Methods
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
a2c a3c ddpg policy-gradients pytorch pytorch-rl reinforcement-learning soft-actor-critic td3
Language:Jupyter Notebook 88
arnomoonens / yarll
Combining deep learning and reinforcement learning.
reinforcement-learning a3c openai-gym policy-gradient reinforcement-learning-algorithms deep-reinforcement-learning tensorflow sarsa python soft-actor-critic
Language:Python 83
LxzGordon / Deep-Reinforcement-Learning-with-pytorch
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
pytorch algorithm reinforcement-learning dqn ddpg actor-critic policy-gradients a2c a3c sac td3 double-dqn dueling-dqn sarsa trpo
Language:Python 83
boubnanm / Deep-Reinforcement-Learning-applied-to-DOOM
DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM
deep-reinforcement-learning deep-q-learning a3c actor-critic dueling-dqn curiosity-driven curiosity pytorch tensorflow vizdoom ppo
Language:Python 80
kimhc6028 / pytorch-noreward-rl
pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction
a3c deep-reinforcement-learning pytorch
Language:Python 79

a3c

MorvanZhou / Reinforcement-learning-with-tensorflow

datawhalechina / easy-rl

tensorlayer / TensorLayer

sweetice / Deep-reinforcement-learning-with-pytorch

rlcode / reinforcement-learning

seungeunrho / minimalRL

kengz / SLM-Lab

ikostrikov / pytorch-a3c

uvipen / Super-mario-bros-A3C-pytorch

Kismuz / btgym

jingweiz / pytorch-rl

omerbsezer / Reinforcement_learning_tutorial_with_demo

lcswillems / rl-starter-files

miyosuda / async_deep_reinforce

marload / DeepRL-TensorFlow2

MorvanZhou / pytorch-A3C

dgriff777 / rl_a3c_pytorch

germain-hug / Deep-RL-Keras

jaromiru / AI-blog

pythonlessons / Reinforcement_Learning

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

cyoon1729 / RLcycle

xiaowei-hu / pysc2-agents

dgriff777 / a3c_continuous

lcswillems / torch-ac

steveKapturowski / tensorflow-rl

greydanus / baby-a3c

Nasdin / ReinforcementLearning-AtariGame

uvipen / Street-fighter-A3C-ICM-pytorch

simonmeister / pysc2-rl-agents

onlytailei / A3C-PyTorch

cyoon1729 / Policy-Gradient-Methods

arnomoonens / yarll

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

boubnanm / Deep-Reinforcement-Learning-applied-to-DOOM

kimhc6028 / pytorch-noreward-rl