15 results found Sort:

MorvanZhou
Reinforcement-learning-with-tensorflow MorvanZhou
5.0k
8.7k
mit
287
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 about a year ago
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
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
qfettes
DeepRL-Tutorials qfettes
326
1.0k
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
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
sudharsan13296
Hands-On-Reinforcement-Learning-With-Python sudharsan13296
325
829
unknown
44
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 3 years ago
marload
DeepRL-TensorFlow2 marload
140
586
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
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
Dungyichao
Electric-Vehicle-Route-Planning-on-Google-Map-Reinforcement-Learning Dungyichao
62
226
unknown
13
User can set up destination for any agent to navigate on Google Map and learn the best route for the agent based on its current condition and the traffic. Our result is 10% less energy consumption tha...
python battery geocode python36 elevation directions double-dqn google-maps path-planning route-planner electric-vehicles reinforcement-learning
Created 2017-11-10
194 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
DeepNeuralAI
RL-DeepQLearning-Trading DeepNeuralAI
29
89
unknown
6
An RL model that uses double deep Q learning to generate an optimal policy of stock market trades
double-dqn openai-gym stock-trading reinforcement-learning
Created 2020-01-15
121 commits to master branch, last one 4 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
neka-nat
distributed_rl neka-nat
8
70
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 about a year ago
Kautenja
playing-mario-with-deep-reinforcement-learning Kautenja
12
68
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