Reward-Guided Autoregressive Graph Generation for Efficient Multi-Agent Communication Topology Design

Poomphob Suwannapichat, Boonyarit Changaival, Caesar Wu +1

LLM-based Multi-Agent Systems (MAS) achieve strong performance on complex reasoning tasks by coordinating multiple agents, but at the cost of substantial token consumption. Recent…