Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Diagnose, Recover, Certify: Task Readiness under Hidden Dynamics Changes
Nguyen Viet Tuan Kiet, Huynh Thi Thanh Binh
A deployed control policy can conceal consequential dynamics changes: an actuator may lose effectiveness without affecting the current task when the policy rarely excites it, despi…
cs.AI2026
Back to the Beginning of Heuristic Design: Bridging Code and Knowledge with LLMs
Nguyen Viet Tuan Kiet, Bui Dinh Pham, Dao Van Tung +2
Large language models (LLMs) have recently advanced automatic heuristic design (AHD) for combinatorial optimization (CO), where candidate heuristics are iteratively proposed, evalu…