A Comprehensive Evaluation of Contemporary ML-Based Solvers for Combinatorial Optimization

22 May 2025

Papers citing "A Comprehensive Evaluation of Contemporary ML-Based Solvers for Combinatorial Optimization"

4 / 4 papers shown

Title
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization Weiwei Sun Shengyu Feng Shanda Li Yiming Yang LLMAG 99 5 0 06 Apr 2025
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling Sirui Li Wenbin Ouyang Yining Ma Cathy Wu 128 1 0 18 Feb 2025
Regularized Langevin Dynamics for Combinatorial Optimization Shengyu Feng Yiming Yang 159 1 0 01 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 395 2,033 0 22 Jan 2025