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109
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UAI
2000
15 years 2 months ago
Learning to Cooperate via Policy Search
Cooperative games are those in which both agents share the same payoff structure. Valuebased reinforcement-learning algorithms, such as variants of Q-learning, have been applied t...
Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Les...
108
Voted
CVPR
2004
IEEE
16 years 2 months ago
Value Directed Learning of Gestures and Facial Displays
This paper presents a method for learning decision theoretic models of facial expressions and gestures from video data. We consider that the meaning of a facial display or gesture...
Jesse Hoey, James J. Little
114
Voted
AWIC
2003
Springer
15 years 6 months ago
A Machine Learning Based Evaluation of a Negotiation between Agents Involving Fuzzy Counter-Offers
Abstract. Negotiation plays a fundamental role in systems composed of multiple autonomous agents. Some negotiations may require a more elaborated dialogue where agents would explai...
Javier Carbo Rubiera, Agapito Ledezma
42
Voted
AAAI
2007
15 years 3 months ago
Incorporating Observer Biases in Keyhole Plan Recognition (Efficiently!)
Dorit Avrahami-Zilberbrand, Gal A. Kaminka