Research2026-04-24
Robustness Analysis of POMDP Policies to Observation Perturbations
Source: Arxiv CS.AI
arXiv:2604.21256v1 Announce Type: new Abstract: 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 during deployment due to factors such as calibration drift or sensor...
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