a2c · GitHub Topics

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 8.57 k

11 天前

vwxyzjn / cleanrl

#计算机科学#High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

wandb reinforcement-learning PyTorch Python gym 机器学习 deep-reinforcement-learning 深度学习 atari ale a2c proximal-policy-optimization ppo advantage-actor-critic actor-critic phasic-policy-gradient

Python 7.25 k

2 个月前

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

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 4.34 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 4.06 k

1 个月前

simoninithomas / Deep_reinforcement_learning_Course

#计算机科学#Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

deep-reinforcement-learning 深度学习 Tensorflow ppo a2c actor-critic deep-q-network deep-q-learning PyTorch Unity

Jupyter Notebook 3.87 k

2 年前

ikostrikov / pytorch-a2c-ppo-acktr-gail

#计算机科学#PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) ...

PyTorch reinforcement-learning 深度学习 deep-reinforcement-learning actor-critic advantage-actor-critic a2c ppo proximal-policy-optimization hessian atari mujoco roboschool continuous-control ale

Python 3.78 k

3 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 3.31 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 3.02 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

Khrylx / PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

reinforcement-learning policy-gradient pytorch-rl proximal-policy-optimization ppo PyTorch a2c Generative Adversarial Network deep-reinforcement-learning

Python 1.22 k

4 年前

qfettes / DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Python PyTorch reinforcement-learning deep-reinforcement-learning deep-q-network double-dqn dueling-dqn rainbow actor-critic advantage-actor-critic a2c ppo

Jupyter Notebook 1.08 k

4 年前

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 903

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 878

2 天前

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

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...