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thu-ml/tianshou

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

1 天前

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 ....

翻译 - DQN、AC、ACER、A2C、A3C、PG、DDPG、TRPO、PPO、SAC、TD3 和...的 PyTorch 实现。

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 4.16 k

2 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

4 天前

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

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

kengz/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

Python 1.27 k

25 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

23 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

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...

deep-reinforcement-learning ddpg ppo proximal-policy-optimization 深度学习 actor-critic 算法 dqn flappy-bird a2c atari2600 dueling-dqn PyTorch soft-actor-critic sac

Python 674

4 年前

ikostrikov / jaxrl

#计算机科学#JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

深度学习 deep-reinforcement-learning continuous-control reinforcement-learning soft-actor-critic sac deep-deterministic-policy-gradient jax flax gym offline-reinforcement-learning

Jupyter Notebook 662

2 年前

cpnota / autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

翻译 - 一个PyTorch库，用于构建深度强化学习代理。

reinforcement-learning reinforcement-learning-algorithms deep-reinforcement-learning soft-actor-critic proximal-policy-optimization deep-q-learning advantage-actor-critic deep-deterministic-policy-gradient sac a2c ddpg ppo dqn dqn-pytorch

Python 651

1 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

MishaLaskin / curl

#计算机科学#CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

深度学习 contrastive-loss contrastive-learning deep-reinforcement-learning deep-rl reinforcement-learning reinforcement-learning-algorithms cURL sac gpu 深度神经网络 deep-q-network deep-q-learning deeplearning-ai

Python 582

4 年前

denisyarats / pytorch_sac

#计算机科学#PyTorch implementation of Soft Actor-Critic (SAC)

reinforcement-learning dm-control soft-actor-critic PyTorch deep-reinforcement-learning actor-critic mujoco gym 深度学习 sac continuous-control

Jupyter Notebook 530

3 年前

dongminlee94 / deep_rl

PyTorch implementation of deep reinforcement learning algorithms

deep-reinforcement-learning PyTorch dqn a2c ppo ddpg td3 sac

Python 494

3 年前

StepNeverStop / RLs

Reinforcement Learning Algorithms Based on PyTorch

sac ml-agents Unity gym PyTorch deep-reinforcement-learning reinforcement-learning

Python 447

3 年前

denisyarats / drq

#计算机科学#DrQ: Data regularized Q

翻译 - DrQ：数据正则化Q

rl reinforcement-learning 深度学习 mujoco dm-control gym pixel sac soft-actor-crit PyTorch Python actor-critic control deep-reinforcement-learning data-augmentation

Jupyter Notebook 413

2 年前

#计算机科学#Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

reinforcement-learning 深度学习 PyTorch pytorch-reinforcement-learning dqn ddpg sac ppo td3 distributed Python pytorch-lightning

Python 407

4 年前

MishaLaskin / rad

#计算机科学#RAD: Reinforcement Learning with Augmented Data

reinforcement-learning rl 深度学习 dm-control rad codebase deep-reinforcement-learning 深度神经网络 deep-q-learning deep-q-network deeplearning-ai soft-actor-critic sac ppo

Jupyter Notebook 407

4 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 404

4 年前

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