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Shlomo Zilberstein

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Through Computer science, Artificial intelligence and Multi-agent system

Research

His research is in the area of artificial intelligence, specifically automated planning, in addition to decision theory, reasoning under uncertainty, heuristic search, automated coordination and communication, and reinforcement learning.

He directs the Resource-Bounded Reasoning Laboratory at the University of Massachusetts, Amherst. In 2002, Daniel S. Bernstein, Robert Givan, Neil Immerman, and Shlomo Zilberstein introduced the Decentralized POMDP which extends the widely used single-agent POMDP model to a multi-agent scenario (Dec-POMDP). He has also developed AI algorithms for semi-autonomous systems with potential applications to semi-autonomous cars.

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