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UAI
1998
15 years 7 months ago
Flexible Decomposition Algorithms for Weakly Coupled Markov Decision Problems
This paper presents two new approaches to decomposing and solving large Markov decision problems (MDPs), a partial decoupling method and a complete decoupling method. In these app...
Ronald Parr
IAT
2010
IEEE
15 years 4 months ago
Supporting Financial Decision Making by an Intelligent Agent Estimating Greed and Risk
-- In the area of financial decision making it is more and more acknowledged that psychological states and characteristics play an important role, for example feeling insecure in r...
Tibor Bosse, Ghazanfar F. Siddiqui, Jan Treur
ICONIP
2010
15 years 4 months ago
Modelling the Interplay of Emotions, Beliefs and Intentions within Collective Decision Making Based on Insights from Social Neur
Collective decision making involves on the one hand individual mental states such as beliefs, emotions and intentions, and on the other hand interaction with others with possibly d...
Mark Hoogendoorn, Jan Treur, C. Natalie van der Wa...
ICPR
2006
IEEE
16 years 7 months ago
Machine Learning for Video Compression: Macroblock Mode Decision
Video Compression currently is dominated by engineering and fine-tuned heuristic methods. In this paper, we propose to instead apply the well-developed machinery of machine learni...
Christoph H. Lampert
ICML
2007
IEEE
16 years 7 months ago
Percentile optimization in uncertain Markov decision processes with application to efficient exploration
Markov decision processes are an effective tool in modeling decision-making in uncertain dynamic environments. Since the parameters of these models are typically estimated from da...
Erick Delage, Shie Mannor