When Outcome Looks Right But Discipline Fails: Trace-Based Evaluation Under Hidden Competitor State

In three linesPaper introducing trace-based evaluation to detect when agents hit business KPIs while violating behavioral constraints. In hotel pricing with hidden competitor state, authors show PPO variants fail trace alignment while behavior cloning and Trace-Prior RL better preserve price/bid distributions and rate discipline.

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