17 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
XinJingHao
DRL-Pytorch XinJingHao
201
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 about a month ago
qfettes
DeepRL-Tutorials qfettes
323
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 5 years ago
sudharsan13296
Hands-On-Reinforcement-Learning-With-Python sudharsan13296
324
838
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
TianhongDai
reinforcement-learning-algorithms TianhongDai
109
670
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
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
pythonlessons
Reinforcement_Learning pythonlessons
153
363
mit
7
Reinforcement learning tutorials
a2c a3c dqn ppo d3qn ddqn ppo-agent dueling-dqn lunarlander bipedalwalker policy-gradient actor-critic-algorythm reinforcement-learning
Created 2020-01-13
84 commits to master branch, last one 2 years 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 3 years ago
jiseongHAN
Super-Mario-RL jiseongHAN
19
103
unknown
3
🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄
dqn mario pytorch supermario dueling-dqn super-mario reinforcement reinforcement-learning
Created 2020-08-05
44 commits to master branch, last one about a month ago
LxzGordon
Deep-Reinforcement-Learning-with-pytorch LxzGordon
17
92
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
deligentfool
dqn_zoo deligentfool
22
91
unknown
2
The implement of all kinds of dqn reinforcement learning with Pytorch
dqn fqf iqn ddqn mmddqn qr-dqn pytorch noisy-dqn n-step-dqn dueling-dqn rainbow-dqn categorical-dqn prioritized-dqn soft-q-learning distributional-dqn
Created 2020-02-04
32 commits to master branch, last one 3 years ago
boubnanm
Deep-Reinforcement-Learning-applied-to-DOOM mehdiboubnan
16
83
unknown
3
DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM
a3c ppo pytorch vizdoom curiosity tensorflow dueling-dqn actor-critic deep-q-learning curiosity-driven deep-reinforcement-learning
Created 2019-01-04
65 commits to master branch, last one 3 years ago
neka-nat
distributed_rl neka-nat
8
74
mit
6
Pytorch implementation of distributed deep reinforcement learning
r2d2 ape-x pytorch double-dqn openai-gym dueling-dqn deep-q-network amazon-web-services distributed-systems reinforcement-learning prioritized-experience-replay
Created 2018-10-25
137 commits to master branch, last one 2 years ago
Kautenja
playing-mario-with-deep-reinforcement-learning Kautenja
12
70
mit
7
An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.
dqn tetris atari2600 double-dqn dueling-dqn super-mario-bros deep-reinforcement-learning
Created 2018-01-25
694 commits to master branch, last one 3 years ago
philtabor
ProtoRL philtabor
5
63
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
85 commits to master branch, last one 17 days ago
DanielPalaio
LunarLander-v2_DeepRL DanielPalaio
7
36
mit
2
OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
dqn d3qn keras deeprl openai openai-gym tensorflow dueling-dqn dqn-tensorflow lunarlander-v2 deep-reinforcement-learning
Created 2021-02-27
29 commits to main branch, last one 3 years ago