Robustness Analysis of POMDP Policies to Observation Perturbations

Benjamin Kraske, Qi Heng Ho, Federico Rossi +2

Policies for Partially Observable Markov Decision Processes (POMDPs) are often designed using a nominal system model. In practice, this model can deviate from the true system durin…