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» Abstraction in Predictive State Representations
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AI
2000
Springer
14 years 9 months ago
Stochastic dynamic programming with factored representations
Markov decisionprocesses(MDPs) haveproven to be popular models for decision-theoretic planning, but standard dynamic programming algorithms for solving MDPs rely on explicit, stat...
Craig Boutilier, Richard Dearden, Moisés Go...
AAAI
2010
14 years 11 months ago
Representation Discovery in Sequential Decision Making
Automatically constructing novel representations of tasks from analysis of state spaces is a longstanding fundamental challenge in AI. I review recent progress on this problem for...
Sridhar Mahadevan
ARCSF
2008
14 years 11 months ago
Probabilistic Prediction of Student Affect from Hand Gestures
Abstract-- Affective information is vital for effective human-tohuman communication. Likewise, human-to-computer communication could be potentiated by an "affective barometer&...
Abdul Rehman Abbasi, Matthew N. Dailey, Nitin V. A...
SOFSEM
2012
Springer
13 years 5 months ago
Turing Machines for Dummies - Why Representations Do Matter
Abstract. Various methods exists in the literature for denoting the configuration of a Turing Machine. A key difference is whether the head position is indicated by some integer ...
Peter van Emde Boas
DALT
2009
Springer
15 years 1 months ago
Explaining and Predicting the Behavior of BDI-Based Agents in Role-Playing Games
Abstract. Virtual characters in games operate in a social context involving other characters and human players. If such socially situated virtual characters are to be considered be...
Michal P. Sindlar, Mehdi Dastani, Frank Dignum, Jo...