jolibrain / wheatleyLinks
Next-generation scheduling problem solver based on GNNs and Reinforcement Learning
☆74Updated 5 months ago
Alternatives and similar repositories for wheatley
Users that are interested in wheatley are comparing it to the libraries listed below
Sorting:
- An OpenAi Gym environment for the Job Shop Scheduling problem.☆235Updated 8 months ago
- A benchmarking repo with various solution methods to various machine scheduling problems☆172Updated last year
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆106Updated 5 years ago
- ☆52Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆117Updated last year
- Official Schlably Repository by the Institute for TMDT☆95Updated 2 years ago
- Code repository for the corresponding paper "Learning to Control Local Search for Combinatorial Optimization"☆16Updated last year
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆124Updated 2 years ago
- A Gymnasium Environment for the Job Shop Problem Using the Disjunctive Graph Approach.☆27Updated 6 months ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆105Updated 2 months ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆59Updated 5 years ago
- ☆42Updated last week
- Reinforcement learning approach for job shop scheduling☆297Updated 2 years ago
- Official codebase for "Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach", published at LION17 (17th L…☆33Updated 2 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆86Updated 4 years ago
- A repository with a data set including instances and results from literature for the Job Shop Scheduling Problem (JSSP). While the raw da…☆53Updated 5 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆239Updated 4 years ago
- ☆43Updated 2 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆101Updated 3 years ago
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆75Updated 4 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆181Updated last year
- Efficient Active Search☆53Updated 3 years ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆87Updated 2 years ago
- ☆60Updated 3 years ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆42Updated last year
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆65Updated 11 months ago
- DPDP☆105Updated 3 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆61Updated 3 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆201Updated 5 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆29Updated 3 weeks ago