LCO: LLM-based Constraint Optimization for Safer Agentic LLMs in Real-world Tasks

Jiayong Wan, Jiawei Chen, Zhaoxia Yin +2

Large Language Models (LLMs) are increasingly acting as autonomous agents, but their continuous interaction with the environment can lead to in-context reward hacking (ICRH), a phe…