GMC-DRL / MetaBox
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)
☆56Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for MetaBox
- ☆26Updated last month
- A collection of MetaBBO papers and code sources☆27Updated this week
- Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (1st Edition: from 2023 to …☆46Updated last month
- A ray-based library of Distributed POPulation-based OPtimization for Large-Scale Black-Box Optimization.☆19Updated 8 months ago
- ☆31Updated last year
- Evolution of Heuristics☆98Updated 3 weeks ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆56Updated 2 years ago
- A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and …☆121Updated last week
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆16Updated last month
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆52Updated last month
- Population-Based Reinforcement Learning for Combinatorial Optimization☆65Updated 9 months ago
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆30Updated last year
- ☆24Updated last year
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆17Updated 2 weeks ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆31Updated 5 months ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆24Updated 3 years ago
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆17Updated last month
- Implementation code for NeurIPS 2024 paper: "Learning to Handle Complex Constraints for Vehicle Routing Problems"☆15Updated this week
- ☆21Updated 9 months ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆127Updated last month
- Efficient Active Search☆47Updated 2 years ago
- Summary of Multitasking Optimization☆69Updated 8 months ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆41Updated last year
- Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems…☆212Updated this week
- ☆34Updated last year
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆55Updated last year
- Official repository for GFACS☆24Updated 6 months ago
- Python implementation of SYMBOL☆11Updated 8 months ago
- Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem☆25Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆50Updated 3 months ago