The End of Reward Engineering: How LLMs Are Redefining Multi-Agent Coordination

Haoran Su, Yandong Sun, Congjia Yu

Reward engineering, the manual specification of reward functions to induce desired agent behavior, remains a fundamental challenge in multi-agent reinforcement learning. This diffi…