Pinned Repositories
ADMM_Python
Solomon benchmark instances
AGV-Project
AGV-Project for evolutionary adversarial attacks
algorithm-selector-for-AGV-scheduling
This repository stores code about the JSSP and FJSSP scheduling problem solved with two constraint programming solvers: IBM CPLEX CP Optimizer and Google's OR-Tools.
Algorithms-for-collaborative-logistics-services
A Python Implementation of a heuristic-based Solution to Pickup and delivery problem with time windows and WDP
Algorithms_for_solving_VRP
AMDKD
The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at NeurIPS2022.
attention-learn-to-route
Attention based model for learning to solve different routing problems
awesome-reinforcement-learning-lib
GitHub's code repository is all you need
MDVRPTW-SSL
Instances for the Multi-Depot Vehicle Routing Problem with Time Windows and Single Scheduled Lines
Reinforcement-learning-for-multi-AGV-pathfinding
This project provides several RL algorithm to control multi-AGV to find collision-free paths in a robotic and mobile fulfiment system (such as Amazon Robot system)
RW-JhYt's Repositories
RW-JhYt/Chinese-STD-GB-T-7714-related-csl
GB/T 7714相关的csl以及Zotero使用技巧及教程。
RW-JhYt/DRL-Agents
research and implementations of Deep RL agents and their applications
RW-JhYt/DRL4Route
DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction
RW-JhYt/hispot
DRL4LRP：空间优化之经典问题新方法
RW-JhYt/joyrl-book
继《蘑菇书》后的学习资料
RW-JhYt/latex-cookbook
LaTeX论文写作教程 (清华大学出版社)
RW-JhYt/PyVRP
Open-source, state-of-the-art VRP solver.
RW-JhYt/RollingHorizonRM
张丹老师-ADP收益管理finite horizon approximate linear programs for rolling horizon revenue management
RW-JhYt/spinningup
An educational resource to help anyone learn deep reinforcement learning.
RW-JhYt/VRP_dpp
aaa*The Code and Supplemental File for "Deep Reinforcement Learning for Solving Vehicle Routing Problems with Backhauls"
RW-JhYt/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
RW-JhYt/Book-Mathematical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
RW-JhYt/DRL-for-Path-Planning
深度强化学习路径规划, SAC-Auto路径规划, Soft Actor-Critic算法, SAC-pytorch，激光雷达Lidar避障，激光雷达仿真模拟，Adaptive-SAC
RW-JhYt/DRL-TOBM-CPR
Code for the paper "Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking".
RW-JhYt/Gurobi-and-Algorithm-for-solving-VRP
分别使用Gurobi对VRP、CVRP、CVRPTW、CVRPPDTW四类问题进行了建模和求解，所用数据集主要为Solomon（R-101）和东南大学九龙湖校区部分路网。
RW-JhYt/MARLlib
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
RW-JhYt/Math-Model-and-Machine-Learning
数学建模和机器学习的笔记和资料（持续更新中......）。
RW-JhYt/MTVRPTW-MSM
RW-JhYt/Multi-AGVs-Scheduling
RW-JhYt/PDPTW-ALNS
Adaptive Large Neighborhood Search heuristic (ALNS) algorithm for PDPTW.
RW-JhYt/PyTorch-Tutorial-2nd
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。
RW-JhYt/RLSolver
Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.
RW-JhYt/SGVNSALS_Variable_Neighborhood_Search_for_MDVRPTW
The implementation of the paper "A variable neighborhood search-based algorithm with adaptive local search for the Vehicle Routing Problem with Time Windows and multi-depots aiming for vehicle fleet reduction" in python
RW-JhYt/simple_vrptw
模拟退火求解VRPTW
RW-JhYt/sumo-rl
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
RW-JhYt/Universal_Light
V2X环境下的交通信号控制通用强化学习框架
RW-JhYt/VRPLIB
Python package to read and write vehicle routing problem instances.
RW-JhYt/VRPSolverEasy
A simple Python interface for VRPSolver, a state-of-the-art Branch-Cut-and-Price exact solver for vehicle routing problems
RW-JhYt/WZU-machine-learning-course
温州大学《机器学习》课程资料（代码、课件等）
RW-JhYt/xuzhiqin-understanding_dl
A lecture note for understanding deep learning