Planning Commitment of LLM under Partial Observability

Cassie Huang, Zhanwei Cao, Yeawon Lee +7

LLM-based planning agents commit to plans of different lengths before interacting with a partially observable environment. Some aggressively commit to a long plan based on assumpti…