cpwan / RLOR
Reinforcement learning for operation research problems with OpenAI Gym and CleanRL
☆97Updated last year
Alternatives and similar repositories for RLOR:
Users that are interested in RLOR are comparing it to the libraries listed below
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆181Updated 2 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆52Updated 10 months ago
- ☆131Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆48Updated last year
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆97Updated 9 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆72Updated 2 months ago
- ☆51Updated 3 years ago
- ☆39Updated last year
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆58Updated 2 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆56Updated 2 years ago
- Efficient Active Search☆49Updated 3 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆149Updated 6 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆64Updated last month
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆139Updated 2 years ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆82Updated 2 months ago
- Neural Network for solving challenging Combinatorial Optimization Problems☆48Updated this week
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆50Updated 4 years ago
- Official implementation of H-TSP (AAAI2023)☆47Updated last week
- DPDP☆100Updated 2 years ago
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆66Updated 3 years ago
- ☆72Updated 2 years ago
- ☆107Updated 4 years ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆42Updated 8 months ago
- ☆47Updated 2 years ago
- ☆31Updated 2 years ago
- ☆53Updated 2 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆90Updated 2 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆66Updated 7 months ago
- ☆51Updated 3 weeks ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆51Updated 10 months ago