instadeepai / compass
COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search
☆38Updated 10 months ago
Alternatives and similar repositories for compass:
Users that are interested in compass are comparing it to the libraries listed below
- Population-Based Reinforcement Learning for Combinatorial Optimization☆72Updated last year
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆25Updated last month
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆20Updated last week
- ☆38Updated last year
- ☆21Updated 2 years ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆27Updated last month
- [AAMAS 2025] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆20Updated 3 months ago
- ☆25Updated last year
- PyTorch code for the NAR4TSP.☆22Updated 6 months ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆34Updated last month
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆50Updated last year
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆21Updated 11 months ago
- Efficient Active Search☆49Updated 3 years ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆67Updated last month
- ☆42Updated this week
- Official repository for GFACS☆30Updated 11 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆48Updated 9 months ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆19Updated 5 months ago
- Neural Network for solving challenging Combinatorial Optimization Problems☆52Updated this week
- multi-task learning for routing problem☆19Updated 6 months ago
- ☆25Updated last year
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆51Updated last year
- implementation of our IJCAI'24 paper "Cross-Problem Learning for Solving Vehicle Routing Problems".☆15Updated 8 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆18Updated 10 months ago
- codes for the paper "Simulation-guided Beam Search for Neural Combinatorial Optimization"☆36Updated 2 years ago
- Self-Labeling the Job Shop Scheduling Problem☆12Updated 10 months ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆64Updated last year
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Updated last year
- The official implementation of "RouteExplainer: An Explanation Framework for Vehicle Routing Problem" (PAKDD 2024, oral)☆12Updated last year