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SMC
2007
IEEE
167views Control Systems» more  SMC 2007»
14 years 2 months ago
The inherent components of unmanned vehicle situation awareness
—The purpose of this paper is to present an initial delineation of the inherent components required for unmanned vehicles to possess situation awareness. A broadly adapted human ...
Sanford T. Freedman, Julie A. Adams
ILP
2005
Springer
14 years 1 months ago
Guiding Inference Through Relational Reinforcement Learning
Abstract. Reasoning plays a central role in intelligent systems that operate in complex situations that involve time constraints. In this paper, we present the Adaptive Logic Inter...
Nima Asgharbeygi, Negin Nejati, Pat Langley, Sachi...
CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
13 years 3 months ago
Adaptive bases for Q-learning
Abstract-- We consider reinforcement learning, and in particular, the Q-learning algorithm in large state and action spaces. In order to cope with the size of the spaces, a functio...
Dotan Di Castro, Shie Mannor
IHI
2012
249views Healthcare» more  IHI 2012»
12 years 3 months ago
An intelligent web-based decision support tool for enhancing asthma guideline adherence
Asthma is a leading chronic disease of children and currently affects about 6.2 million (8.5%) children in the United States. National Asthma Education and Prevention Program (NAE...
Jinbo Bi, Arun Abraham
KDD
2005
ACM
192views Data Mining» more  KDD 2005»
14 years 8 months ago
Modeling and predicting personal information dissemination behavior
In this paper, we propose a new way to automatically model and predict human behavior of receiving and disseminating information by analyzing the contact and content of personal c...
Xiaodan Song, Ching-Yung Lin, Belle L. Tseng, Ming...