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» Extremal collective behavior
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AAAI
2008
15 years 6 months ago
Maximum Entropy Inverse Reinforcement Learning
Recent research has shown the benefit of framing problems of imitation learning as solutions to Markov Decision Problems. This approach reduces learning to the problem of recoveri...
Brian Ziebart, Andrew L. Maas, J. Andrew Bagnell, ...
TSE
1998
77views more  TSE 1998»
15 years 4 months ago
Use Case Maps as Architectural Entities for Complex Systems
ABSTRACT. This paper presents a novel, scenario-based notation called Use Case Maps (UCMs) for describing, in a high-level way, how the organizational structure of a complex system...
Raymond J. A. Buhr
GECCO
2009
Springer
113views Optimization» more  GECCO 2009»
15 years 2 months ago
Single step evolution of robot controllers for sequential tasks
The generation of robot controllers for a task requiring a sequence of elementary behaviors is still a challenge. If these behaviors are known, intermediate steps can be given to ...
Stéphane Doncieux, Jean-Baptiste Mouret
CSCW
2012
ACM
14 years 5 days ago
Come meet me at Ulduar: progression raiding in world of warcraft
In spite of decades of research on virtual worlds, our understanding of one popular form of virtual world behavior— raiding—remains limited. Raiding is important because it en...
Jeffrey Bardzell, Jeffrey Nichols, Tyler Pace, Sha...
KDD
2012
ACM
178views Data Mining» more  KDD 2012»
13 years 7 months ago
Mining event periodicity from incomplete observations
Advanced technology in GPS and sensors enables us to track physical events, such as human movements and facility usage. Periodicity analysis from the recorded data is an important...
Zhenhui Li, Jingjing Wang, Jiawei Han