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AIPS
2007
13 years 11 months ago
Learning to Plan Using Harmonic Analysis of Diffusion Models
This paper summarizes research on a new emerging framework for learning to plan using the Markov decision process model (MDP). In this paradigm, two approaches to learning to plan...
Sridhar Mahadevan, Sarah Osentoski, Jeffrey Johns,...
ECAI
2010
Springer
13 years 9 months ago
ANTIPA: an agent architecture for intelligent information assistance
Abstract. Human users trying to plan and accomplish informationdependent goals in highly dynamic environments with prevalent uncertainty must consult various types of information s...
Jean Oh, Felipe Meneguzzi, Katia P. Sycara
ICRA
2005
IEEE
151views Robotics» more  ICRA 2005»
14 years 2 months ago
Multi-Step Look-Ahead Trajectory Planning in SLAM: Possibility and Necessity
Abstract— In this paper, the possibility and necessity of multistep trajectory planning in Extended Kalman Filter (EKF) based SLAM is investigated. The objective of the trajector...
Shoudong Huang, Ngai Ming Kwok, Gamini Dissanayake...
WSC
2007
13 years 11 months ago
Qualitative simulation of construction performance using fuzzy cognitive maps
The construction process is subject to an array of influences, both from internal and external environments, which makes the process performance uncertain and difficult to predict...
Manjula Dissanayake, Simaan M. AbouRizk
HICSS
2003
IEEE
139views Biometrics» more  HICSS 2003»
14 years 1 months ago
Modeling of information dominance in complex systems: A system partitioning and hybrid control framework
This paper1 provides a view of modeling the information dominance problem of military systems as representative of modeling other complex systems. The ideas are an extension of ea...
John R. James