Risk-Averse Online POMDP Planning via CVaR of the Immediate Cost with Performance Guarantees
Online POMDP planners optimize the expected cumulative cost, which can mask dangerous states when the belief places significant mass on high-cost states.
arXiv - cs.AI2 min read