Tag: uncertainty

PCE: Converting LLM Reasoning Traces into Decision Trees for Uncertainty-Aware Planning in Embodied Multi-Agent Tasks

Describes PCE (Planner-Composer-Evaluator) that turns LLM reasoning assumptions into decision trees, then scores paths by likelihood, goal gain and execution cost to reduce communication.