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学术报告(Yixin Chen)

题目:A Novel Transition Based Encoding Scheme for Planning as Satisfiability

报告人:Yixin Chen
        Associate Professor
        Computer Science and Engineering
        Washington University in St Louis

时间:8月24日,14:00-15:00
地点:蒙民伟楼404

摘要:Planning as satisfiability is a principal approach to planning with
many eminent advantages. The existing planning as satisfiability techniques
usually use encodings compiled from the STRIPS formalism. We introduce a
novel SAT encoding scheme based on the SAS+ formal- ism. It exploits the
structural information in the SAS+ formalism, resulting in more compact SAT
instances and reducing the number of clauses by up to 50 fold. Our results
show that this encoding scheme improves upon the STRIPS-based encoding, in
terms of both time and memory efficiency.

简介:Yixin Chen is an Associate Professor of Computer Science at the
Washington University in St Louis. His research interests include planning
and scheduling, combinatorial optimization, and data mining. He received his
Ph.D. from University of Illinois at Urbana-Champaign in 2005. His work on
planning has won First Prizes in the International Planning Competitions
(2004 & 2006) and the Best Paper Award at the AAAI-10 and ICTAI-05
conferences. He has received an Early Career Principal Investigator Award
from the Department of Energy (2006) and a Microsoft Research New Faculty
Fellowship (2007). He serves on the Editorial Board of Journal of Artificial
Intelligence Research (JAIR) and IEEE Transactions on Knowledge and Data
Engineering (TKDE), and as a Guest Editor for ACM Transactions on
Intelligent Systems and Technology.



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