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ICMLA
2008
15 years 2 months ago
Prediction-Directed Compression of POMDPs
High dimensionality of belief space in Partially Observable Markov Decision Processes (POMDPs) is one of the major causes that severely restricts the applicability of this model. ...
Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chai...
HCI
2007
15 years 2 months ago
Context-Aware Notification for Mobile Police Officers
To minimize unwanted interruption and information overload during surveillance, mobile police officers need to be supported by a mobile, contextaware notification system. This syst...
Jan Willem Streefkerk, Myra P. van Esch-Bussemaker...
ICWSM
2008
15 years 2 months ago
Finding Influencers and Consumer Insights in the Blogosphere
In this paper, we attempt to specify the influencer and the influential terms in consumer package goods by using the influence diffusion model (IDM). IDM calculates the spread of ...
Naohiro Matsumura, Hikaru Yamamoto, Daisuke Tomoza...
IJCAI
2007
15 years 2 months ago
Heuristic Selection of Actions in Multiagent Reinforcement Learning
This work presents a new algorithm, called Heuristically Accelerated Minimax-Q (HAMMQ), that allows the use of heuristics to speed up the wellknown Multiagent Reinforcement Learni...
Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna...
IJCAI
2007
15 years 2 months ago
Surprise as Shortcut for Anticipation: Clustering Mental States in Reasoning
To enhance effectiveness in real world applications, autonomous agents have to develop cognitive competencies and anticipatory capabilities. Here we point out their strong liaison...
Michele Piunti, Cristiano Castelfranchi, Rino Falc...