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» Interactive dynamic influence diagrams
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ATAL
2009
Springer
13 years 8 months ago
Improved approximation of interactive dynamic influence diagrams using discriminative model updates
Interactive dynamic influence diagrams (I-DIDs) are graphical models for sequential decision making in uncertain settings shared by other agents. Algorithms for solving I-DIDs fac...
Prashant Doshi, Yifeng Zeng
ATAL
2007
Springer
13 years 8 months ago
Interactive dynamic influence diagrams
This paper extends the framework of dynamic influence diagrams (DIDs) to the multi-agent setting. DIDs are computational representations of the Partially Observable Markov Decisio...
Kyle Polich, Piotr J. Gmytrasiewicz
WIAS
2010
109views more  WIAS 2010»
12 years 11 months ago
Model identification in interactive influence diagrams using mutual information
Modeling the perceived behaviors of other agents improves the performance of an agent in multiagent interactions. We utilize the language of interactive influence diagrams to mode...
Yifeng Zeng, Prashant Doshi
CORR
2010
Springer
141views Education» more  CORR 2010»
13 years 1 months ago
Modeling Dynamical Influence in Human Interaction Patterns
We present a new way for modeling 1) social influence and 2) the well-observed property of social influence
Wei Pan, Manuel Cebrián, Wen Dong, Taemie K...