Exploiting Submodular Value Functions For Scaling Up Active Perception

Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek +1

In active perception tasks, an agent aims to select sensory actions that reduce its uncertainty about one or more hidden variables. While partially observable Markov decision proce…