Tree-based Credit Assignment for Multi-Agent Memory System

Marina Mao, Alexandr Liu, Pengbo Li +3

Memory systems are widely adopted to enhance LLMs for long-horizon tasks, and are commonly organized as multi-agent pipelines with memory building, summarizing, and retrieval agent…