D. Frank Hsu

ENHANCING VALUE ALIGNMENT OF LLMS WITH MULTI-AGENT SYSTEM AND COMBINATORIAL FUSION

Aligning large language models (LLMs) with human values is a central challenge for ensuring trustworthy and safe deployment. While existing methods such as Reinforcement Learning from Human Feedback (RLHF) and its variants have improved alignment, they often rely on a single evaluator or narrowly de…