a3c

There are 7 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 8767
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 8722
TensorLayer
tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
tensorlayer deep-learning tensorflow neural-network reinforcement-learning artificial-intelligence gan a3c tensorflow-tutorials dqn object-detection chatbot python tensorflow-tutorial imagenet google
Language:Python 7308
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 3763
rlcode / reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
a3c actor-critic deep-learning deep-q-network deep-reinforcement-learning dqn machine-learning policy-gradient reinforcement-learning
Language:Python 3330
seungeunrho / minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
deep-reinforcement-learning pytorch simple deep-learning a3c ppo a2c reinforce acer dqn ddpg policy-gradients reinforcement-learning machine-learning sac
Language:Python 2806
SLM-Lab
kengz / SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
a2c a3c benchmark deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforcement-learning sac
Language:Python 1231
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 1214
uvipen / Super-mario-bros-A3C-pytorch
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
a3c ai deep-learning gym mario python pytorch reinforcement-learning super-mario-bros
Language:Python 1027
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 796
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 703
lcswillems / rl-starter-files
RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code
a2c a3c minigrid multi-process ppo preprocessed-observations pytorch reward-shaping
Language:Python 637
MorvanZhou / pytorch-A3C
Simple A3C implementation with pytorch + multiprocessing
a3c actor-critic asynchronous-advantage-actor-critic gym multiprocessing neural-network pytorch toy-example
Language:Python 593
miyosuda / async_deep_reinforce
Asynchronous Methods for Deep Reinforcement Learning
a3c deep-learning reinforcement-learning tensorflow
Language:Python 589
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 586
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 561
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 527
jaromiru / AI-blog
Accompanying repository for Let's make a DQN / A3C series.
a3c dqn keras reinforcement-learning tensorflow tutorial
Language:Python 391
pythonlessons / Reinforcement_Learning
Reinforcement learning tutorials
a2c a3c actor-critic-algorythm bipedalwalker d3qn ddqn dqn dueling-dqn lunarlander policy-gradient ppo ppo-agent reinforcement-learning
Language:Python 355
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
a2c a3c actor-critic bellman-equation c51 ddpg deep-learning deep-reinforcement-learning double-dqn dqn inverse-reinforcement-learning openai-gym policy-gradient ppo q-learning reinforcement-learning sac td3 trpo
Language:Jupyter Notebook 320
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 297
xiaowei-hu / pysc2-agents
This is a simple implementation of DeepMind's PySC2 RL agents.
a3c pysc2 reinforcement-learning
Language:Python 271
dgriff777 / a3c_continuous
A continuous action space version of A3C LSTM in pytorch plus A3G design
a3c a3c-gpu a3c-lstm a3g openai-gym pytorch pytorch-a3c
Language:Python 256
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 171
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 169
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 160
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 133
onlytailei / A3C-PyTorch
PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch
a3c deep-reinforcement-learning
Language:Python 114
Allenpandas / Tutorial4RL
Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.
a3c ddpg deep-reinforcement-learning dqn multi-agent-systems policy-gradient qlearning reinforcement-learning sarsa tutorial reinforcementlearning-tutorial rl-tutorial inverse-reinforcement-learning multi-agent-reinforcement-learning
90
cyoon1729 / Policy-Gradient-Methods
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
reinforcement-learning policy-gradients pytorch-rl pytorch ddpg td3 soft-actor-critic a2c a3c
Language:Jupyter Notebook 90
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 84
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 82
boubnanm / Deep-Reinforcement-Learning-applied-to-DOOM
DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM
a3c actor-critic curiosity curiosity-driven deep-q-learning deep-reinforcement-learning dueling-dqn ppo pytorch tensorflow vizdoom
Language:Python 82

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

MorvanZhou / pytorch-A3C

miyosuda / async_deep_reinforce

marload / DeepRL-TensorFlow2

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

Allenpandas / Tutorial4RL

cyoon1729 / Policy-Gradient-Methods

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

arnomoonens / yarll

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