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awesome-deep-rl

For deep RL and the future of AI.

bpvrptw

branch and price vrptw

branch-and-price-

This is my implementation of a branch and price algorithm to solve the humanitarian aid distribution problem. This problem is a VRP with a specific objective function

code

运小筹公众号是致力于分享运筹优化(LP、MIP、NLP、随机规划、鲁棒优化)、凸优化、强化学习等研究领域的内容以及涉及到的算法的代码实现。

coluna.jl

Branch-and-Price-and-Cut in Julia

covid19-severity-prediction

Extensive and accessible COVID-19 data + forecasting at the county-level + hospital-level.

cplex-and-gurobi

Notes of CPLEX & Gurobi

cpp_tutorial

黑马程序员匠心之作|C++教程从0到1入门编程

deep-q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

douzero

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

dqn-ddqn-dueling_networ-d3qn-_for_jsp

pytorch implementation of DQN/DDQN/Dueling_networ/D3QN for job shop scheudling problem

dqn_pytorch

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

evolutionary-algorithm

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

java

Notes for Java

latex-notes

LaTeX Notes

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

maas_msnd

mathcontest

**研究生数学建模竞赛

mathmodel

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

matlab

Notes for MATLAB

multi-agent-reinforcement-learning-environment

Hello, I pushed some python environments for Multi Agent Reinforcement Learning.

networkx

Network Analysis in Python

nyc-subway

Abusing Postrgres to pre-process MTA subway route data

olittlerer

optimizationmodels

Optimization models using various solvers

puzzle-based-storage-code

Puzzle Based Storage (PBS) system is one of the most efficient high-density storage systems, here there are some ways to extract requested loads

puzzle-based_storage_appendix

This is the detailed numerical experiment results for manuscript "Reinforcement learning for multi-item retrieval in the puzzle-based storage system"

python

Notes for Python

pytorch-tutorial

Build your neural network easy and fast, 莫烦Python中文教学

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学