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OpenPCE: 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.