118 results found Sort:

datawhalechina
easy-rl datawhalechina
2.0k
10.8k
other
78
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
a3c dqn ppo td3 ddpg sarsa easy-rl double-dqn q-learning dueling-dqn policy-gradient imitation-learning reinforcement-learning deep-reinforcement-learning
Created 2020-07-03
1,204 commits to master branch, last one 2 days ago
MorvanZhou
Reinforcement-learning-with-tensorflow MorvanZhou
5.0k
9.1k
mit
290
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c dqn ppo ddpg sarsa tutorial double-dqn q-learning dueling-dqn actor-critic sarsa-lambda deep-q-network policy-gradient machine-learning prioritized-replay tensorflow-tutorials reinforcement-learning proximal-policy-optimization deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2017-05-06
114 commits to master branch, last one 2 years ago
thu-ml
tianshou thu-ml
1.1k
8.3k
mit
91
An elegant PyTorch deep reinforcement learning library.
rl a2c bcq cql dqn drl npg ppo sac td3 ddpg trpo atari mujoco pytorch double-dqn transferlab policy-gradient imitation-learning
Created 2018-04-16
847 commits to master branch, last one 27 days ago
vwxyzjn
cleanrl vwxyzjn
724
6.7k
other
39
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
a2c ale gym ppo atari wandb python pytorch actor-critic deep-learning machine-learning advantage-actor-critic phasic-policy-gradient reinforcement-learning deep-reinforcement-learning proximal-policy-optimization
Created 2019-06-07
836 commits to master branch, last one about a month ago
udacity
deep-reinforcement-learning udacity
2.4k
5.0k
mit
177
Repo for the Deep Reinforcement Learning Nanodegree program
dqn ppo ddpg pytorch ml-agents openai-gym pytorch-rl cross-entropy hill-climbing rl-algorithms neural-networks dynamic-programming openai-gym-solutions reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms
Created 2018-07-06
24 commits to master branch, last one 3 years ago
andri27-ts
Reinforcement-Learning andri27-ts
628
4.3k
mit
245
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
a2c dqn ppo deepmind qlearning deep-learning machine-learning policy-gradients evolution-strategies reinforcement-learning artificial-intelligence deep-reinforcement-learning
Created 2018-08-28
146 commits to master branch, last one 4 years ago
sweetice
Deep-reinforcement-learning-with-pytorch sweetice
874
4.2k
mit
35
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
a2c a3c dqn ppo sac td3 trpo sarsa resnet alphago pytorch algorithm reinforce actor-critic deep-learning policy-gradient actor-critic-algorithm deep-reinforcement-learning
Created 2018-06-09
4 commits to master branch, last one 5 years ago
AI4Finance-Foundation
ElegantRL AI4Finance-Foundation
888
4.0k
other
51
Massively Parallel Deep Reinforcement Learning. 🔥
a2c dqn gae per ppo sac td3 ddpg stable pytorch efficient drl-pytorch lightweight multiple-gpu model-free-rl bipedalwalkerhardcore reinforcement-learning
Created 2019-07-12
2,852 commits to master branch, last one 16 days ago
simoninithomas
Deep_reinforcement_learning_Course simoninithomas
1.2k
3.8k
unknown
131
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
a2c ppo unity pytorch qlearning tensorflow actor-critic deep-learning deep-q-network deep-q-learning tensorflow-tutorials deep-reinforcement-learning
Created 2018-03-25
166 commits to master branch, last one about a year ago
ikostrikov
pytorch-a2c-ppo-acktr-gail ikostrikov
835
3.7k
mit
64
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) ...
a2c ale ppo kfac acktr atari mujoco hessian pytorch roboschool actor-critic second-order deep-learning natural-gradients continuous-control advantage-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization kronecker-factored-approximation
Created 2017-08-22
274 commits to master branch, last one 3 years ago
ShangtongZhang
DeepRL ShangtongZhang
692
3.3k
mit
89
Modularized Implementation of Deep RL Algorithms in PyTorch
a2c dqn ppo td3 ddpg deeprl pytorch rainbow double-dqn option-critic categorical-dqn quantile-regression option-critic-architecture deep-reinforcement-learning dueling-network-architecture prioritized-experience-replay
Created 2017-04-20
480 commits to master branch, last one 11 months ago
seungeunrho
minimalRL seungeunrho
462
3.0k
mit
50
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
a2c a3c dqn ppo sac acer ddpg simple pytorch reinforce deep-learning machine-learning policy-gradients reinforcement-learning deep-reinforcement-learning
Created 2019-04-23
91 commits to master branch, last one about a year ago
AI4Finance-Foundation
FinRL-Trading AI4Finance-Foundation
779
2.3k
mit
98
For trading. Please star.
ppo ddpg openai-gym sharpe-ratio a2c-algorithm stock-trading ensemble-strategy stock-trading-strategy automated-stock-trading deep-reinforcement-learning
Created 2020-07-26
199 commits to master branch, last one 9 months ago
XinJingHao
DRL-Pytorch XinJingHao
272
2.1k
unknown
12
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)
asl c51 ppo sac td3 ddpg pytorch double-dqn q-learning dueling-dqn noisynet-dqn categorical-dqn machine-learning reinforcement-learning deep-reinforcement-learning prioritized-experience-replay
Created 2021-11-14
107 commits to main branch, last one 29 days ago
nikhilbarhate99
PPO-PyTorch nikhilbarhate99
373
2.0k
mit
6
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
ppo pytorch ppo-pytorch deep-learning policy-gradient pytorch-tutorial pytorch-implmention reinforcement-learning deep-reinforcement-learning proximal-policy-optimization reinforcement-learning-algorithms
Created 2018-09-27
98 commits to master branch, last one about a year ago
marlbenchmark
on-policy marlbenchmark
319
1.5k
mit
8
This is the official implementation of Multi-Agent PPO (MAPPO).
ppo mpes smac mappo hanabi algorithms multi-agent starcraftii
Created 2021-02-23
130 commits to main branch, last one 8 months ago
kengz
SLM-Lab kengz
274
1.3k
mit
46
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
a2c a3c dqn ppo sac pytorch benchmark policy-gradient reinforcement-learning deep-reinforcement-learning
Created 2017-10-02
2,573 commits to master branch, last one about a month ago
Khrylx
PyTorch-RL Khrylx
191
1.2k
mit
26
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
a2c ppo trpo pytorch pytorch-rl fisher-vectors policy-gradient reinforcement-learning deep-reinforcement-learning proximal-policy-optimization generative-adversarial-network
Created 2017-10-17
100 commits to master branch, last one 4 years ago
vietnh1009
Super-mario-bros-PPO-pytorch vietnh1009
209
1.1k
mit
28
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
ai gym ppo ppo2 mario openai python python3 pytorch openai-gym deep-learning super-mario-bros reinforcement-learning proximal-policy-optimization
Created 2019-10-02
9 commits to master branch, last one 3 years ago
qfettes
DeepRL-Tutorials qfettes
327
1.1k
unknown
30
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
a2c gae ppo python3 pytorch rainbow double-dqn dueling-dqn actor-critic deep-q-network noisy-networks categorical-dqn deeprl-tutorials multi-step-learning quantile-regression advantage-actor-critic reinforcement-learning deep-recurrent-q-network deep-reinforcement-learning prioritized-experience-replay
Created 2018-05-31
88 commits to master branch, last one 6 years ago
ericyangyu
PPO-for-Beginners ericyangyu
134
916
mit
12
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.
ppo pytorch machine-learning reinforcement-learning reinforcement-learning-algorithms
Created 2020-09-04
49 commits to master branch, last one 6 months ago
Rafael1s
Deep-Reinforcement-Learning-Algorithms Rafael1s
206
849
unknown
15
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.
a2c dqn ppo sac td3 ddpg cartpole carracing lunarlander antbulletenv dqn-ppo-ddpg bipedalwalker github-udacity hopperbulletenv soft-actor-critic walker2dbulletenv deep-rl-algorithms halfcheetahbulletenv deep-reinforcement-learning
Created 2019-04-07
995 commits to master branch, last one 3 years ago
sudharsan13296
Hands-On-Reinforcement-Learning-With-Python sudharsan13296
325
846
unknown
43
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
ppo drqn trpo sarsa double-dqn openai-gym q-learning dueling-dqn monte-carlo deep-q-network policy-gradient policy-gradients reinforcement-learning deep-learning-algorithms deep-recurrent-q-network markov-decision-processes deep-reinforcement-learning hindsight-experience-replay deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2018-06-11
44 commits to master branch, last one 4 years ago
luchris429
purejaxrl luchris429
69
844
apache-2.0
13
Really Fast End-to-End Jax RL Implementations
jax ppo reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms
Created 2023-02-25
35 commits to main branch, last one 6 months ago
ContextualAI
HALOs ContextualAI
51
821
apache-2.0
7
A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
dpo kto ppo rlhf halos alignment
Created 2023-12-03
227 commits to main branch, last one 2 months ago
agi-brain
xuance agi-brain
120
799
mit
15
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
a2c dqn mpe ppo ddpg qmix atari mappo maddpg magent mujoco pytorch mindspore starcraft2 tensorflow2 decision-making reinforcement-learning google-research-football reinforcement-learning-library multi-agent-reinforcement-learning
Created 2023-05-21
1,642 commits to master branch, last one a day ago
lcswillems
rl-starter-files lcswillems
186
677
mit
13
RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code
a2c a3c ppo pytorch minigrid multi-process reward-shaping preprocessed-observations
Created 2018-04-11
497 commits to master branch, last one about a year ago
TianhongDai
reinforcement-learning-algorithms TianhongDai
111
674
unknown
14
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...
a2c dqn ppo sac ddpg trpo pytorch algorithm atari2600 dueling-dqn flappy-bird actor-critic deep-learning soft-actor-critic deep-reinforcement-learning proximal-policy-optimization trust-region-policy-optimization
Created 2018-01-13
25 commits to master branch, last one 4 years ago
cpnota
autonomous-learning-library cpnota
72
652
mit
21
A PyTorch library for building deep reinforcement learning agents.
a2c dqn ppo sac ddpg dqn-pytorch deep-q-learning soft-actor-critic advantage-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization reinforcement-learning-algorithms deep-deterministic-policy-gradient
Created 2018-11-07
300 commits to develop branch, last one about a year ago
archsyscall
DeepRL-TensorFlow2 archsyscall
142
607
apache-2.0
18
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
a2c a3c dqn ppo sac ddpg trpo reinforce double-dqn tensorflow dueling-dqn rainbow-dqn tensorflow2 deep-learning machine-learning reinforcement-learning deep-reinforcement-learning
Created 2020-03-09
96 commits to master branch, last one 4 years ago