Quantile Propagation Planning for Budgeted Tail-Risk Evaluation

Weijia Han, Zhi Huang, Lisha Qu +2

Risk-aware planning must identify rare, costly outcomes using only a limited number of model evaluations. Monte Carlo rollouts spend this budget on noisy tail estimates, while plan…