58 results found Sort:

datawhalechina
easy-rl datawhalechina
1.9k
9.8k
other
80
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
1,194 commits to master branch, last one about a month ago
MorvanZhou
Reinforcement-learning-with-tensorflow MorvanZhou
5.0k
9.0k
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
8.1k
mit
94
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
842 commits to master branch, last one 13 days ago
udacity
deep-reinforcement-learning udacity
2.3k
4.9k
mit
179
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
AI4Finance-Foundation
ElegantRL AI4Finance-Foundation
852
3.8k
other
52
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
2,833 commits to master branch, last one about a month ago
ShangtongZhang
DeepRL ShangtongZhang
688
3.2k
mit
90
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 8 months ago
seungeunrho
minimalRL seungeunrho
462
2.9k
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
753
2.1k
mit
102
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 5 months ago
XinJingHao
DRL-Pytorch XinJingHao
203
1.7k
unknown
10
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
104 commits to main branch, last one 2 months ago
MushroomRL
mushroom-rl MushroomRL
149
825
mit
23
Python library for Reinforcement Learning.
rl dqn sac ddpg trpo atari mujoco pytorch pybullet qlearning openai-gym deep-learning reinforcement-learning deep-reinforcement-learning
Created 2017-02-25
1,991 commits to dev branch, last one 27 days ago
Rafael1s
Deep-Reinforcement-Learning-Algorithms Rafael1s
194
783
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
agi-brain
xuance agi-brain
112
688
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
1,466 commits to master branch, last one 20 hours ago
TianhongDai
reinforcement-learning-algorithms TianhongDai
109
669
unknown
15
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 3 years ago
cpnota
autonomous-learning-library cpnota
72
647
mit
23
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 9 months ago
marload
DeepRL-TensorFlow2 marload
141
603
apache-2.0
19
🐋 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
dongminlee94
deep_rl dongminlee94
60
491
mit
13
PyTorch implementation of deep reinforcement learning algorithms
a2c dqn npg ppo sac td3 vpg ddpg ddqn trpo pytorch sac-aea model-free-rl deep-reinforcement-learning
Created 2019-09-17
366 commits to main branch, last one 3 years ago
fangvv
UAV-DDPG fangvv
78
455
unknown
6
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
dqn uav ddpg drones tensorflow deep-learning deep-q-network mobile-edge-computing actor-critic-algorithm computation-offloading reinforcement-learning unmanned-aerial-vehicle reinforcement-learning-algorithms deep-deterministic-policy-gradient
Created 2021-05-02
10 commits to main branch, last one 11 months ago
TianhongDai
hindsight-experience-replay TianhongDai
75
406
mit
6
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
her ddpg off-policy exploration pytorch-implmention reinforcement-learning hindsight-experience-replay
Created 2019-01-23
25 commits to master branch, last one 3 years ago
iffiX
machin iffiX
51
402
mit
4
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
dqn ppo sac td3 ddpg python pytorch a3c-pytorch distributed deep-learning pytorch-lightning reinforcement-learning prioritized-experience-replay pytorch-reinforcement-learning
Created 2020-06-07
436 commits to master branch, last one 3 years ago
Skylark0924
Machine-Learning-is-ALL-You-Need Skylark0924
92
395
unknown
11
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
dqn gan ppo ddpg lstm trpo keras resnet pytorch qlearning tensorflow actor-critic random-forest decision-trees logistic-regression k-nearest-neighbours naive-bayes-classifier support-vector-machine deep-reinforcement-learning convolutional-neural-networks
Created 2020-04-02
130 commits to master branch, last one about a year ago
sudharsan13296
Deep-Reinforcement-Learning-With-Python sudharsan13296
130
390
unknown
11
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
a2c a3c c51 dqn ppo sac td3 ddpg trpo double-dqn openai-gym q-learning actor-critic deep-learning policy-gradient bellman-equation reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning
Created 2020-10-02
23 commits to master branch, last one 3 years ago
zuoxingdong
lagom zuoxingdong
30
373
mit
16
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
cem ppo sac td3 ddpg cmaes mujoco python pytorch research deep-learning policy-gradient machine-learning soft-actor-critic evolution-strategies reinforcement-learning artificial-intelligence deep-reinforcement-learning proximal-policy-optimization deep-deterministic-policy-gradient
Created 2017-12-21
703 commits to master branch, last one 5 years ago
davidtw0320
Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning davidtw0320
101
334
unknown
3
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources...
ddpg edge-servers resource-allocation
Created 2020-01-15
24 commits to master branch, last one 4 years ago
ikostrikov
pytorch-ddpg-naf ikostrikov
71
307
mit
9
Implementation of algorithms for continuous control (DDPG and NAF).
ddpg pytorch deep-learning reinforcement-learning deep-deterministic-policy-gradient
Created 2017-01-28
35 commits to master branch, last one 3 years ago
anita-hu
TF2-RL anita-hu
68
301
mit
6
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
dqn ppo sac ddpg ae-ddpg openai-gym tensorboard tensorflow2 reinforcement-learning
Created 2020-01-22
51 commits to master branch, last one 2 years ago
cyoon1729
RLcycle cyoon1729
63
300
mit
13
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
a2c a3c dqn sac ddpg hydra pytorch rainbow-dqn quantile-regression reinforcement-learning
Created 2018-12-30
392 commits to master branch, last one 10 months ago
m5823779
motion-planner-reinforcement-learning m5823779
47
217
unknown
6
End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo
ddpg gazebo navigation tensorflow turtlebot3 ros-kinetic deep-learning motion-planner neural-network continuous-control deep-reinforcement-learning deep-deterministic-policy-gradient
Created 2019-07-20
17 commits to master branch, last one 2 years ago
RchalYang
torchrl RchalYang
21
215
unknown
4
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
dqn gym ppo sac td3 ddpg trpo mujoco pytorch algorithm policy-agent rl-algorithms reinforcement-learning
Created 2018-12-22
239 commits to master branch, last one 3 years ago
fangvv
VN-MADDPG fangvv
20
212
unknown
4
Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"
dqn v2i v2v ddpg vanet maddpg ddpg-algorithm vehicular-networks reinforcement-learning deep-reinforcement-learning multi-agent-reinforcement-learning
Created 2022-07-06
8 commits to main branch, last one 11 months ago
sunghoonhong
AirsimDRL sunghoonhong
45
198
unknown
3
Autonomous UAV Navigation without Collision using Visual Information in Airsim
td3 uav ddpg drone airsim quadrotor depth-images autonomous-quadcoptor reinforcement-learning
Created 2019-05-13
27 commits to master branch, last one 2 years ago