ddpg · 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 10.57 k

21 天前

MorvanZhou / Reinforcement-learning-with-tensorflow

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

翻译 - 简单钢筋学习教程

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 9.09 k

1 年前

thu-ml / tianshou

An elegant PyTorch deep reinforcement learning library.

翻译 - 优雅，灵活和超快的PyTorch深度强化学习平台。

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

Python 8.27 k

2 天前

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 k

1 年前

AI4Finance-Foundation / ElegantRL

Massively Parallel Deep Reinforcement Learning. 🔥

翻译 - 使用Pytorch的深度加强学习算法轻量级，高效稳定的实现。

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

Python 3.9 k

5 天前

ShangtongZhang / DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

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

Python 3.27 k

1 年前

seungeunrho / minimalRL

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

翻译 - 用最少的代码行实现基本的RL算法！（基于火炬）

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

Python 2.98 k

2 年前

AI4Finance-Foundation / FinRL-Trading

For trading. Please star.

deep-reinforcement-learning stock-trading ppo ddpg openai-gym sharpe-ratio

Jupyter Notebook 2.26 k

8 个月前

XinJingHao / DRL-Pytorch

#计算机科学#Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

deep-reinforcement-learning PyTorch reinforcement-learning 机器学习 ddpg double-dqn dueling-dqn ppo q-learning sac td3

Python 2.02 k

13 天前

MushroomRL / mushroom-rl

#计算机科学#Python library for Reinforcement Learning.

reinforcement-learning deep-reinforcement-learning 深度学习 openai-gym atari rl PyTorch mujoco dqn ddpg pybullet sac

Python 861

24 天前

Rafael1s / Deep-Reinforcement-Learning-Algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

dqn td3 deep-reinforcement-learning sac ddpg ppo a2c soft-actor-critic

Jupyter Notebook 834

4 年前

agi-brain / xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

multi-agent-reinforcement-learning reinforcement-learning decision-making PyTorch tensorflow2 atari mujoco a2c ddpg dqn starcraft2 google-research-football ppo

Python 774

8 天前

TianhongDai / reinforcement-learning-algorithms

#算法刷题#This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are st...