a3c · GitHub Topics

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

deep-reinforcement-learning reinforcement-learning dqn ppo a3c q-learning sarsa imitation-learning policy-gradient ddpg double-dqn dueling-dqn td3

Jupyter Notebook 11.57 k

2 天前

MorvanZhou / Reinforcement-learning-with-tensorflow

#计算机科学#Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

reinforcement-learning 教程 q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn dueling-dqn deep-deterministic-policy-gradient actor-critic Tensorflow proximal-policy-optimization ppo 机器学习

Python 9.21 k

1 年前

tensorlayer / TensorLayer

#计算机科学#Deep Learning and Reinforcement Learning Library for Scientists and Engineers

tensorlayer 深度学习 Tensorflow 神经网络 reinforcement-learning 人工智能 Generative Adversarial Network a3c dqn object-detection 聊天机器人 Python imagenet Google

Python 7.36 k

2 年前

sweetice / Deep-reinforcement-learning-with-pytorch

#算法刷题#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 算法深度学习 reinforce actor-critic sac td3

Python 4.34 k

2 年前

rlcode / reinforcement-learning

#计算机科学#Minimal and Clean Reinforcement Learning Examples

reinforcement-learning 深度学习 deep-reinforcement-learning 机器学习 policy-gradient deep-q-network dqn actor-critic a3c

Python 3.54 k

2 年前

seungeunrho / minimalRL

#计算机科学#Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

deep-reinforcement-learning PyTorch simple 深度学习 a3c ppo a2c reinforce acer dqn ddpg reinforcement-learning 机器学习 sac

Python 3.02 k

2 年前

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

Python 1.28 k

4 个月前

ikostrikov / pytorch-a3c

#计算机科学#PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

Python reinforcement-learning PyTorch 深度学习 actor-critic a3c deep-reinforcement-learning

Python 1.28 k

6 年前

vietnh1009 / Super-mario-bros-A3C-pytorch

#计算机科学#Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

reinforcement-learning a3c PyTorch gym Python 深度学习 super-mario-bros mario 人工智能

Python 1.09 k

1 年前

Kismuz / btgym

#时序数据库#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 unreal advantage-actor-critic policy-gradient statistical-arbitrage Hacktoberfest

Python 1 k

4 年前

jingweiz / pytorch-rl

#计算机科学#Deep Reinforcement Learning with pytorch & visdom

dqn a3c PyTorch visdom deep-reinforcement-learning reinforcement-learning 深度学习 actor-critic acer

Python 799

5 年前

omerbsezer / Reinforcement_learning_tutorial_with_demo

#计算机科学#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,...

reinforcement-learning 教程机器学习 q-learning sarsa policy-gradient deep-reinforcement-learning imitation-learning meta-learning actor-critic pomdps dynamic-programming a3c

Jupyter Notebook 757

6 年前

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 a2c a3c ppo

Python 687

1 年前

MorvanZhou / pytorch-A3C

Simple A3C implementation with pytorch + multiprocessing

PyTorch a3c gym 神经网络 multiprocessing actor-critic

Python 644

2 年前

archsyscall / DeepRL-TensorFlow2

#计算机科学#🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Tensorflow 机器学习 reinforcement-learning a2c a3c reinforce dqn ppo sac ddpg 深度学习 deep-reinforcement-learning tensorflow2 dueling-dqn double-dqn

Python 607

3 年前

miyosuda / async_deep_reinforce

#计算机科学#Asynchronous Methods for Deep Reinforcement Learning

Tensorflow reinforcement-learning a3c 深度学习

Python 591

7 年前

dgriff777 / rl_a3c_pytorch

A3C LSTM Atari with Pytorch plus A3G design

Python PyTorch reinforcement-learning atari openai-gym a3c deep-reinforcement-learning actor-critic

Python 565

2 年前

germain-hug / Deep-RL-Keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

a3c reinforcement-learning Keras gym openai policy-gradient ddpg dqn a2c

Python 544

5 年前

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

#计算机科学#Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

deep-reinforcement-learning reinforcement-learning ppo ddpg td3 sac inverse-reinforcement-learning a3c actor-critic a2c 深度学习 dqn openai-gym policy-gradient double-dqn q-learning

Jupyter Notebook 425

4 年前

jaromiru / AI-blog

Accompanying repository for Let's make a DQN / A3C series.

dqn a3c reinforcement-learning 教程 Keras Tensorflow

Python 394

7 年前