Weak Ergodicity Approach to POMDPs.

 Abstract: 

This seminar introduces Partially Observable Markov Decision Processes (POMDPs), emphasizing their relationship with decision problems and decidability. We then explore a novel theoretical class of POMDPs based on a weak ergodicity property. The seminar concludes by identifying necessary conditions for POMDPs to exhibit this characteristic, bridging the gap between this theoretical result and its potential practical implementation.

Posted on Aug 7, 2023 in ACGO, Seminars