Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.
☆78May 23, 2025Updated last year
Alternatives and similar repositories for MCTS-AHD-master
Users that are interested in MCTS-AHD-master are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the SofT-GRPO algorithm on the LLM soft-thinking reasoning pattern.☆50Jan 2, 2026Updated 4 months ago
- [AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs☆36Feb 21, 2026Updated 3 months ago
- ☆43Nov 17, 2023Updated 2 years ago
- Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization (ICLR'26)☆81Apr 25, 2026Updated last month
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 5 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Evolution of Heuristics☆319Updated this week
- [AAAI 2026] Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆47May 17, 2026Updated last week
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆55Dec 3, 2025Updated 5 months ago
- ☆51May 14, 2025Updated last year
- ☆47Apr 30, 2025Updated last year
- A Collection on Large Language Models for Optimization☆368Mar 31, 2026Updated last month
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆25May 15, 2024Updated 2 years ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆44Feb 17, 2026Updated 3 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆102Jan 25, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆30Jan 22, 2026Updated 4 months ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Nov 16, 2024Updated last year
- ☆25Dec 11, 2022Updated 3 years ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆28Jul 4, 2024Updated last year
- ☆24Feb 8, 2024Updated 2 years ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆54Jul 24, 2024Updated last year
- ☆92May 14, 2026Updated 2 weeks ago
- ☆23May 3, 2025Updated last year
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Dec 19, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR 2026] Neural Combinatorial Optimization for Real-World Routing☆31Feb 27, 2026Updated 3 months ago
- Feasibility Pump Collection☆16Jul 6, 2023Updated 2 years ago
- ☆15Jan 22, 2025Updated last year
- [TMLR 2025 + ICML 2026] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆116Dec 3, 2025Updated 5 months ago
- The repository is created for AR2L algorithm used for solving online 3D-BPP.☆16Sep 22, 2025Updated 8 months ago
- (ICML 2024) The official code for EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search☆37Feb 3, 2026Updated 3 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆535May 19, 2026Updated last week
- Optimization Modeling Using mip Solvers and large language models☆268Nov 4, 2025Updated 6 months ago
- Genetic programming using LLMs☆65Mar 5, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆30Jun 13, 2025Updated 11 months ago
- Evolutionary Monte Carlo algorithm for optimization in chemical space.☆13Feb 9, 2026Updated 3 months ago
- Official Implementation of Our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers…☆20Oct 23, 2024Updated last year
- Source code of the SHADE with Iterative Local Search, an algorithm specially designed for for real-parameter optimization with high dimen…☆23Mar 31, 2020Updated 6 years ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆45Jun 21, 2024Updated last year
- Code repository for the paper "The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Le…☆14Jan 16, 2025Updated last year
- The official implementation of "RouteExplainer: An Explanation Framework for Vehicle Routing Problem" (PAKDD 2024, oral)☆18Apr 5, 2024Updated 2 years ago