Welcome to Learning and Vision Research Group at the Department of Electrical and Computer Engineering, National University of Singapore!
Dr. Michael D. Breitenstein graduated with a Master of Science in Computer Science in 2006 and earned his PhD with research about computer vision and pattern recognition.
He did p...
This paper describes an approach to automatically learn planning operators by observing expert solution traces and to further refine the operators through practice in a learning-b...
Partially observable Markov decision processes (pomdp's) model decision problems in which an agent tries to maximize its reward in the face of limited and/or noisy sensor fee...
Michael L. Littman, Anthony R. Cassandra, Leslie P...
In the single rent-to-buy decision problem, without a priori knowledge of the amount of time a resource will be used we need to decide when to buy the resource, given that we can ...