We study a subclass of POMDPs, called quasi-deterministic POMDPs (QDET-POMDPs), characterized by deterministic actions and stochastic observations. While this framework does not mo...
To have impact, a grand challenge should provide a way for diverse research to be integrated in a synergistic fashion. Synergy in the JML project comes from a shared specification...
This paper studies the challenge of representing aggregate works such as encyclopaedia, collected poems and journals in digital libraries. Reflecting on materials used by humanitie...
George Buchanan, Jeremy Gow, Ann Blandford, Jon Ri...
We propose an online algorithm for planning under uncertainty in multi-agent settings modeled as DEC-POMDPs. The algorithm helps overcome the high computational complexity of solv...
This paper presents a successful knowledge acquisition experiment in which subject matter experts that did not have any prior knowledge engineering experience succeeded to teach t...
Gheorghe Tecuci, Mihai Boicu, Michael Bowman, Dori...