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Some of the project highlights of the Department are listed below:

Computational Intelligence

Non-negative Matrix Factorization Based Belief Compression and Clustering for Solving POMDPs
Staff Dr. CHEUNG, William Kwok Wai (Supervisor of PhD Student Ms. LI, Xin)
Abstract The main objective of this project is to study how to integrate two approaches, namely belief compression and belief clustering, to address the intractability of POMDP problems. Techniques involved include data clustering, dimension reduction techniques and their integration into a value-directed framework for computing optimal policy for POMDPs.

Project in Different Research Areas:

Computational Intelligence Databases and Information Management Networking and Systems Pattern Recognition and Machine Learning Others
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Department of Computer Science, Hong Kong Baptist University
Hong Kong Baptist University