Stars
Neural Destruction Search for Vehicle Routing Problems
A Survey of Reinforcement Learning for Large Reasoning Models
NVIDIA cuOpt examples for decision optimization
[ICLR 2025] Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
[NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems
A curated list of fellowships for graduate students in Computer Science and related fields.
[AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems
LLM4AD: A Platform for Algorithm Design with Large Language Model
Simplifying reinforcement learning for complex game environments
Codes for paper Integrated Task Assignment and Path Planning forCapacitated Multi-Agent Pickup and Delivery
This project aims to collect the latest "call for reviewers" links from various top CS/ML/AI conferences/journals
IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning
Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problems".
A Collection on Large Language Models for Optimization
[ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"
A curated list of reinforcement learning with human feedback resources (continually updated)
Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.
[IROS 2024] EPH: Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding
Recent research papers about Foundation Models for Combinatorial Optimization
[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
MetaBox: Benchmarking Platform for Meta-Black-Box Optimization
A Multiple-Trajectory Planning Algorithm for Autonomous Underwater Vehicles