sarsa · GitHub Topics

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

deep-reinforcement-learning reinforcement-learning dqn ppo a3c q-learning sarsa imitation-learning policy-gradient ddpg double-dqn dueling-dqn td3

Jupyter Notebook 11.57 k

2 天前

MorvanZhou / Reinforcement-learning-with-tensorflow

#计算机科学#Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

reinforcement-learning 教程 q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn dueling-dqn deep-deterministic-policy-gradient actor-critic Tensorflow proximal-policy-optimization ppo 机器学习

Python 9.21 k

1 年前

sweetice / Deep-reinforcement-learning-with-pytorch

#算法刷题#PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

policy-gradient PyTorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c resnet 算法深度学习 reinforce actor-critic sac td3

Python 4.34 k

2 年前

PaddlePaddle / awesome-DeepLearning

#自然语言处理#深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

cnn rnn detection classification Generative Adversarial Network Video segmentation pose 自然语言处理 recommender-system reinforcement-learning bert transformer dssm sarsa dqn

Jupyter Notebook 3.38 k

1 年前

philtabor / Youtube-Code-Repository

Repository for most of the code from my YouTube channel

reinforcement-learning convolutional-neural-networks sarsa

Python 912

2 年前

sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

reinforcement-learning deep-reinforcement-learning sarsa q-learning deep-q-network 深度学习 deep-deterministic-policy-gradient double-dqn dueling-dqn ppo markov-decision-processes policy-gradient openai-gym

Jupyter Notebook 855

5 年前

omerbsezer / Reinforcement_learning_tutorial_with_demo

#计算机科学#Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers,...

reinforcement-learning 教程机器学习 q-learning sarsa policy-gradient deep-reinforcement-learning imitation-learning meta-learning actor-critic pomdps dynamic-programming a3c

Jupyter Notebook 757

6 年前

mpatacchiola / dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

reinforcement-learning deep-reinforcement-learning markov-chain sarsa q-learning actor-critic genetic-algorithm neural-networks

Python 621

2 年前

sichkar-valentyn / Reinforcement_Learning_in_Python

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

reinforcement-learning q-learning path-planning reinforcement-learning-algorithms Mazes sarsa rl-environment

Python 463

3 年前

Madhu009 / Deep-math-machine-learning.ai

#自然语言处理#A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

机器学习 linear-regression Tensorflow logistic-regression support-vector-machines 深度神经网络 word2vec 自然语言处理 reinforcement-learning-algorithms q-learning sarsa gans neural-networks

Jupyter Notebook 197

6 年前

ivanbelenky / RL

R.L. methods and techniques.

markov-decision-processes q-learning reinforcement-learning sarsa

Python 190

7 个月前

Allenpandas / Tutorial4RL

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

a3c ddpg deep-reinforcement-learning dqn multi-agent-systems policy-gradient reinforcement-learning sarsa 教程 inverse-reinforcement-learning multi-agent-reinforcement-learning

146

1 年前

chen0040 / java-reinforcement-learning

Package provides java implementation of reinforcement learning algorithms such Q-Learn, R-Learn, SARSA, Actor-Critic

reinforcement-learning q-learning sarsa sarsa-lambda actor-critic Java

Java 128

6 年前

deepanshut041 / Reinforcement-Learning

Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch

deep-reinforcement-learning actor-critic sarsa a2c ppo dqn PyTorch reinforcement-learning reinforce ddpg sac atari2600 vizdoom sonic-the-hedgehog

Jupyter Notebook 127

5 年前

AgentMaker / Paddle-RLBooks

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

sarsa q-learning dqn double-dqn dueling-dqn reinforce policy-gradient actor-critic ddpg td3 sac paddlepaddle reinforcement-learning

Python 109

4 年前

philtabor / Reinforcement-Learning-In-Motion

Code repository for my course on the fundamentals of reinforcement learning

reinforcement-learning sarsa dynamic-programming

Python 94

6 年前

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

#算法刷题#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

PyTorch 算法 reinforcement-learning dqn ddpg actor-critic a2c a3c sac td3 double-dqn dueling-dqn sarsa

Python 92

4 年前

arnomoonens / yarll

Combining deep learning and reinforcement learning.

reinforcement-learning a3c openai-gym policy-gradient reinforcement-learning-algorithms deep-reinforcement-learning Tensorflow sarsa Python soft-actor-critic

Python 80

4 年前

marooncn / RL

Reinforcement Learning Demos

reinforcement-learning q-learning sarsa deep-reinforcement-learning

Python 80

6 年前

Rahul-Choudhary-3614 / Deep-Reinforcement-Learning-Notebooks

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algo...

dqn a2c a3c soft-actor-critic ppo sarsa deep-reinforcement-learning doom rainbow

Jupyter Notebook 48

4 年前