edwardly24 Goto Github PK

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

deep-reinforcement-learning-with-pytorch

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

easy-rl

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

ebook-an_introduction_to_robust_optimization

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

magent

A Platform for Many-Agent Reinforcement Learning

more_simple_reinforcement_learning

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

pytorch-lightning-learning

Pytorch Lightning入门中文教程，转载请注明来源。（当初是写着玩的，建议看完MNIST这个例子再上手）

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

replenishmentenv

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

timeseriesprediction

天池智慧交通预测挑战赛解决方案