jolibrain / wheatley
Next-generation scheduling problem solver based on GNNs and Reinforcement Learning
☆52Updated 3 weeks ago
Alternatives and similar repositories for wheatley:
Users that are interested in wheatley are comparing it to the libraries listed below
- Official codebase for "Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach", published at LION17 (17th L…☆23Updated last year
- A benchmarking repo with various solution methods to various machine scheduling problems☆115Updated last month
- ☆46Updated 2 years ago
- A gymnasium environment for the job shop problem using the disjunctive graph approach☆22Updated 3 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆96Updated last year
- Master's Thesis - Graph Neural Networks for Compact Representation for Job Shop Scheduling Problems: A Comparative Benchmark☆43Updated 3 years ago
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆44Updated 2 weeks ago
- A Python library for implementing and testing algorithm for Job-Shop Scheduling problem.☆25Updated 10 months ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆88Updated 4 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆47Updated 4 years ago
- Official Schlably Repository by the Institute for TMDT☆78Updated 2 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆97Updated 9 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆64Updated last month
- A repository with a data set including instances and results from literature for the Job Shop Scheduling Problem (JSSP). While the raw da…☆42Updated 4 years ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆17Updated 7 months ago
- Code repository for the corresponding paper "Learning to Control Local Search for Combinatorial Optimization"☆16Updated 5 months ago
- Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"☆317Updated 2 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆139Updated 2 years ago
- An end to end reinforcement learning approach with a reinforcement learning environment modeled as a CP model☆25Updated last year
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆35Updated 8 months ago
- An OpenAi Gym environment for the Job Shop Scheduling problem.☆200Updated last year
- This is the implemention of JSSP with RL. The framework used for RL is actor critic and the dataset comes from Tianchi competition.☆93Updated 3 years ago
- Efficient Active Search☆48Updated 2 years ago
- ☆43Updated 9 months ago
- DPDP☆99Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆48Updated last year
- ☆129Updated 2 years ago
- ☆39Updated 4 months ago
- TF2 implementation of "Attention, Learn to Solve Routing Problems!" (arXiv:1803.08475) article.☆38Updated 4 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆24Updated 4 months ago