dqn · 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 12.05 k

1 个月前

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 9.27 k

1 年前

thu-ml / tianshou

An elegant PyTorch deep reinforcement learning library.

PyTorch policy-gradient dqn double-dqn a2c ddpg ppo td3 sac imitation-learning mujoco atari rl cql

Python 8.67 k

14 天前

MorvanZhou / PyTorch-Tutorial

#计算机科学#Build your neural network easy and fast, 莫烦Python中文教学

神经网络 Python pytorch-tutorial cnn rnn autoencoder PyTorch regression classification batch 教程 dropout dqn reinforcement-learning Generative Adversarial Network 机器学习 pytorch-tutorials

Jupyter Notebook 8.34 k

2 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 7.37 k

2 年前

udacity / deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks PyTorch pytorch-rl ddpg dqn ppo dynamic-programming hill-climbing ml-agents openai-gym

Jupyter Notebook 5.08 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 4.4 k

2 年前

andri27-ts / Reinforcement-Learning

#计算机科学#Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

reinforcement-learning 机器学习人工智能 deep-reinforcement-learning 深度学习 evolution-strategies a2c deepmind dqn ppo

Jupyter Notebook 4.35 k

5 年前

MorvanZhou / Tensorflow-Tutorial

#计算机科学#Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Tensorflow Generative Adversarial Network rnn cnn classification regression autoencoder deep-q-network dqn 机器学习教程 dropout 神经网络

Python 4.35 k

5 年前

AI4Finance-Foundation / ElegantRL

Massively Parallel Deep Reinforcement Learning. 🔥

PyTorch reinforcement-learning ppo sac td3 dqn ddpg stable lightweight efficient a2c

Python 4.12 k

1 个月前

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 3.56 k

2 年前

PaddlePaddle / awesome-DeepLearning

#自然语言处理#深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

cnn rnn detection classification Generative Adversarial Network Video segmentation pose 自然语言处理 recommender-system reinforcement-learning bert transformer dssm sarsa dqn

Jupyter Notebook 3.42 k

1 年前

ShangtongZhang / DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

PyTorch deep-reinforcement-learning dqn double-dqn deeprl ddpg ppo td3 a2c rainbow

Python 3.32 k

1 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 3.04 k

2 年前

tensorflow / agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

reinforcement-learning Tensorflow contextual-bandits dqn

Python 2.94 k

1 个月前

AminHP / gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

openai-gym reinforcement-learning q-learning dqn trading trading-environments forex stocks gym-environments trading-algorithms

Python 2.31 k

1 年前

golbin / TensorFlow-Tutorials

#计算机科学#텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

神经网络 Tensorflow mnist autoencoder rnn 深度学习教程聊天机器人 seq2seq dqn word2vec cnn Generative Adversarial Network inception

Python 2.13 k

3 年前

Curt-Park / rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

PyTorch reinforcement-learning dqn rainbow gym-environment colab-notebook

Jupyter Notebook 1.97 k

2 个月前

carpedm20 / deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

Tensorflow deep-reinforcement-learning dqn

Python 1.59 k

7 年前

keon / deep-q-learning

#计算机科学#Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deep-reinforcement-learning deep-q-network dqn reinforcement-learning 深度学习

Python 1.31 k

5 年前