Tree Seek for Language Product Brokers: @dair_ai described this paper proposes an inference-time tree lookup algorithm for LM agents to execute exploration and enable multi-action reasoning. It’s tested on interactive World-wide-web environments and applied to GPT-4o to significantly make improvements to performance. LLM inference in a ver