7 results found Sort:

VITA-Group
Open-L2O VITA-Group
44
268
mit
8
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
lasso meta-learning neural-networks learning-to-learn convex-optimization learning-to-optimize nonconvex-optimization
Created 2021-01-03
49 commits to main branch, last one about a year ago
CIAM-Group
NCO_code CIAM-Group
16
68
mit
0
L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China
ml4co rl4co learning-to-optimize combinatorial-optimization computational-intelligence multiobjective-optimization neural-combinatorial-optimization machine-learning-for-combinatorial-optimization
Created 2023-09-04
132 commits to main branch, last one about a month ago
GMC-DRL
MetaBox GMC-DRL
8
58
bsd-3-clause
1
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://proceedings.neurips.cc/paper_files/paper/2023/hash/232eee8ef411a0a316efa298d7be3c2b-Abstract-Datasets...
benchmark-platform learning-to-optimize black-box-optimization evolutionary-algorithms protein-protein-docking deep-reinforcement-learning hyperparameter-optimization meta-black-box-optimization real-parameter-optimization
Created 2023-03-26
331 commits to main branch, last one 10 days ago
RoyalSkye
Routing-MVMoE RoyalSkye
6
55
mit
3
[ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"
generalization foundation-models mixture-of-experts zero-shot-learning learning-to-optimize vehicle-routing-problem combinatorial-optimization neural-combinatorial-optimization
Created 2023-07-05
45 commits to main branch, last one 5 months ago
RoyalSkye
Omni-VRP RoyalSkye
4
44
mit
2
[ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"
meta-learning generalization learning-to-optimize vehicle-routing-problem deep-reinforcement-learning travelling-salesman-problem
Created 2022-06-03
46 commits to main branch, last one about a year ago
yining043
NeuOpt yining043
3
39
mit
1
This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", which has been accepted at NeurIPS 2023.
tsp vrp k-opt transformer reward-shaping learning-to-optimize reinforcement-learning vehicle-routing-problem deep-reinforcement-learning neural-combinatorial-optimization
Created 2023-08-09
19 commits to main branch, last one 5 months ago
GMC-DRL
Awesome-MetaBBO GMC-DRL
2
29
unknown
2
A collection of MetaBBO papers and code sources
metabbo learning-to-optimize black-box-optimization evolutionary-computation
Created 2024-10-06
129 commits to main branch, last one 10 days ago