2 papers
cs.LG2026
NCO4CVRP: Neural Combinatorial Optimization for the Capacitated Vehicle Routing Problem
Mahir Labib Dihan, Md. Ashrafur Rahman Khan, Wasif Jalal +2
Neural Combinatorial Optimization (NCO) has emerged as a powerful framework for solving combinatorial optimization problems by integrating deep learning-based models. This work foc…
cs.SE2026
SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents
Mahir Labib Dihan, Md Ashrafur Rahman Khan
Automating real-world software engineering tasks remains challenging for large language model (LLM)-based agents due to the need for long-horizon reasoning over large, evolving cod…