26 results found Sort:

datawhalechina
easy-rl datawhalechina
1.8k
8.6k
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
1,184 commits to master branch, last one 5 days ago
thu-ml
tianshou thu-ml
1.1k
7.6k
mit
93
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
731 commits to master branch, last one 8 days ago
sweetice
Deep-reinforcement-learning-with-pytorch sweetice
833
3.7k
mit
34
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 4 years ago
AI4Finance-Foundation
ElegantRL AI4Finance-Foundation
815
3.5k
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
2,344 commits to master branch, last one 4 days ago
ShangtongZhang
DeepRL ShangtongZhang
673
3.1k
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 2 months ago
XinJingHao
Deep-Reinforcement-Learning-Algorithms-with-Pytorch XinJingHao
102
851
unknown
7
Clean, Robust, and Unified PyTorch implementation of popular 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
100 commits to main branch, last one 21 days ago
Rafael1s
Deep-Reinforcement-Learning-Algorithms Rafael1s
172
628
unknown
14
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
dongminlee94
deep_rl dongminlee94
64
485
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
reiniscimurs
DRL-robot-navigation reiniscimurs
97
482
mit
8
Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal...
ros td3 gazebo deep-learning robot-navigation obstacle-avoidance reinforcement-learning obstacle-avoidance-robot deep-reinforcement-learning
Created 2021-10-25
48 commits to main branch, last one 10 months ago
iffiX
machin iffiX
51
394
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 2 years ago
zuoxingdong
lagom zuoxingdong
31
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 4 years ago
Arg0s1080
mrz Arg0s1080
119
321
gpl-3.0
18
Machine Readable Zone generator and checker for official travel documents sizes 1, 2, 3, MRVA and MRVB (Passports, Visas, national id cards and other travel documents)
mrz td1 td2 td3 icao mrva mrvb visas checker id-card passport icao-codes transliteration travel-documents
Created 2018-03-20
223 commits to master branch, last one 3 years ago
sudharsan13296
Deep-Reinforcement-Learning-With-Python sudharsan13296
122
317
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
RITCHIEHuang
DeepRL_Algorithms RITCHIEHuang
40
313
unknown
11
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
dqn ppo td3 trpo mujoco pytorch-rl tensorflow2 reinforcement policygradient policy-gradient soft-actor-critic pytorch-implementation deep-reinforcement-learning reinforcement-learning-algorithms
Created 2019-07-30
24 commits to master branch, last one 3 years ago
twni2016
pomdp-baselines twni2016
39
280
mit
5
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
sac td3 pomdp meta-rl pytorch robust-rl discrete-sac generalization credit-assignment recurrent-neural-networks deep-reinforcement-learning
Created 2021-10-09
97 commits to main branch, last one 9 months ago
RchalYang
torchrl RchalYang
21
202
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 2 years ago
sunghoonhong
AirsimDRL sunghoonhong
40
161
unknown
2
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 about a year ago
AgentMaker
Paddle-RLBooks AgentMaker
13
116
apache-2.0
4
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
c51 dqn sac td3 ddpg sarsa noisy-dqn nstep-dqn reinforce double-dqn q-learning dueling-dqn actor-critic paddlepaddle policy-gradient value-iteration policy-iteration reinforcement-learning policy-gradient-with-baseline
Created 2021-03-21
24 commits to main branch, last one 2 years ago
ZYunfeii
DRL_algorithm_library ZYunfeii
20
83
unknown
2
This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.
drl gae sac td3 ddpg ppo2 maddpg pytorch-implementation deep-reinforcement-learning
Created 2021-03-31
23 commits to master branch, last one 2 years ago
LxzGordon
Deep-Reinforcement-Learning-with-pytorch LxzGordon
17
83
unknown
3
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
a2c a3c dqn sac td3 ddpg trpo sarsa pytorch algorithm double-dqn dueling-dqn actor-critic policy-gradients reinforcement-learning
Created 2020-09-19
87 commits to master branch, last one 3 years ago
BerkeleyAutomation
rlqp BerkeleyAutomation
16
82
unknown
10
Accelerating Quadratic Optimization with Reinforcement Learning
td3 osqp admm-algorithm quadratic-programming reinforcement-learning
Created 2021-07-07
12 commits to master branch, last one 2 years ago
henry-prior
jax-rl henry-prior
10
77
mit
3
JAX implementations of core Deep RL algorithms
jax mpo sac td3 flax mujoco deepmind actor-critic deep-learning soft-actor-critic reinforcement-learning deep-reinforcement-learning maximum-a-posteriori-estimation
Created 2020-04-12
58 commits to master branch, last one 2 years ago
xlnwel
model-free-algorithms xlnwel
10
59
unknown
4
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
ppo sac td3 ddpg rainbow model-free-rl reinforcement-learning
Created 2019-04-30
365 commits to master branch, last one 3 years ago
philtabor
ProtoRL philtabor
2
42
mit
2
A Torch Based RL Framework for Rapid Prototyping of Research Papers
dqn ppo sac td3 ddpg dqn-pytorch dueling-dqn ppo-pytorch sac-pytorch td3-pytorch actor-critic ddpg-pytorch dueling-ddqn soft-actor-critic dueling-dqn-pytorch dueling-network-architecture proximal-policy-optimization twin-delayed-policy-gradient prioritized-experience-replay
Created 2023-04-10
21 commits to master branch, last one 4 days ago
Barry2333
DRL_Navigation Barry2333
3
40
mit
2
Robot navigation using deep reinforcement learning
gru td3 navigation drl-pytorch attention-mechanism
Created 2022-06-28
8 commits to main branch, last one 2 years ago
kaymen99
Robot-arm-control-with-RL kaymen99
0
26
mit
4
Robot arm control using reinforcement learning algorithms : DDPG and TD3 with hindsight experience replay (HER)
td3 robot-control ddpg-algorithm reinforcement-learning hindsight-experience-replay twin-delayed-policy-gradient
Created 2023-02-16
13 commits to main branch, last one 9 months ago