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ILP
2005
Springer
14 years 2 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
2009
IEEE
172views Control Systems» more  CDC 2009»
14 years 1 months ago
Approximate dynamic programming using fluid and diffusion approximations with applications to power management
—TD learning and its refinements are powerful tools for approximating the solution to dynamic programming problems. However, the techniques provide the approximate solution only...
Wei Chen, Dayu Huang, Ankur A. Kulkarni, Jayakrish...
SMC
2010
IEEE
117views Control Systems» more  SMC 2010»
13 years 7 months ago
A simulation modelling approach enabling joint emergency response operations
—A novel capability for modelling and simulating intra- and inter-organizational collaboration in an emergencyresponse domain is presented. This capability combines the prescript...
Nicola Bicocchi, William Ross, Mihaela Ulieru
CDC
2010
IEEE
110views Control Systems» more  CDC 2010»
13 years 3 months ago
Multi-step-ahead multivariate predictors: A comparative analysis
Abstract-- The focus of this article is to undertake a comparative analysis of multi-step-ahead linear multivariate predictors. The approach considered for the estimation will be b...
Marzia Cescon, Rolf Johansson
HICSS
2005
IEEE
142views Biometrics» more  HICSS 2005»
14 years 2 months ago
Learning Effectiveness in Web-Based Technology-Mediated Virtual Learning Environment
A framework that delineates the relationships between learner control and learning effectiveness is absent. This study aims to fill this void. Unlike previous research, this study...
Shih-Wei Chou, Chien-Hung Liu