IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents

Daewon Choi, Kyunghyun Park, Woomin Song +4

Large language model (LLM)-based agents solve complex tasks by leveraging multi-step reasoning with iterative tool calls and environment interactions, which incur idle time while w…