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JAIR
2008
148views more  JAIR 2008»
13 years 8 months ago
Learning Partially Observable Deterministic Action Models
We present exact algorithms for identifying deterministic-actions' effects and preconditions in dynamic partially observable domains. They apply when one does not know the ac...
Eyal Amir, Allen Chang
ICWS
2009
IEEE
14 years 6 months ago
SOA-Based Integration of the Internet of Things in Enterprise Services
Advances in the areas of embedded systems, computing, and networking are leading to an infrastructure composed of millions of heterogeneous devices. These devices will not simply ...
Patrik Spiess, Stamatis Karnouskos, Dominique Guin...
ICDM
2007
IEEE
197views Data Mining» more  ICDM 2007»
14 years 3 months ago
Trend Motif: A Graph Mining Approach for Analysis of Dynamic Complex Networks
Complex networks have been used successfully in scientific disciplines ranging from sociology to microbiology to describe systems of interacting units. Until recently, studies of...
Ruoming Jin, Scott McCallen, Eivind Almaas
AAMAS
2005
Springer
14 years 2 months ago
Towards Adaptive Role Selection for Behavior-Based Agents
This paper presents a model for adaptive agents. The model describes the behavior of an agent as a graph of roles, in short a behavior graph. Links between roles provide conditions...
Danny Weyns, Kurt Schelfthout, Tom Holvoet, Olivie...
ATAL
2005
Springer
14 years 2 months ago
Rapid on-line temporal sequence prediction by an adaptive agent
Robust sequence prediction is an essential component of an intelligent agent acting in a dynamic world. We consider the case of near-future event prediction by an online learning ...
Steven Jensen, Daniel Boley, Maria L. Gini, Paul R...