Real-Time Decision Support and Diagnosis Systems
Papers from the AAAI Workshop
Haipeng Guo, Eric Horvitz, William H. Hsu, and Eugene Santos Jr., Cochairs
Technical Report WS-02-15 published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Preface / vi
A Survey of Algorithms for Real-Time Bayesian Network Inference / 1
Haipeng Guo and William Hsu
Embedded Bayesian Networks: Anyspace, Anytime Probabilistic Inference / 13
Fabio T. Ramos, Fabio G. Cozman, and Jaime S. Ide
Real-Time Particle Filters Using Mixtures of Samples Sets / 20
Cody Kwok, Dieter Fox, and Marina Meila
Real-Time Lookahead Control Policies / 28
Vadim Bulitko, Ilya Levner, and Russ Greiner
Real-Time Decision Making for Shipboard Damage Control / 37
Vadim Bulitko and David Wilkins
Meta-Level Control in Multi-Agent Systems / 47
Anita Raja and Victor Lesser
The Soft Real-Time Agent Control Architecture / 54
Bryan Horling, Victor Lesser, Regis Vincent, and Thomas Wagner
Improving the Dynamic Behavior of CP-Net Based MultiMedia Systems by Predicting Likely Components / 66
Carmel Domshlak and Solomon E. Shimony
A Hierarchical Collective Agents Network for Real-Time Sensor Fusion and Decision Support / 73
Plamen V. Petrov, Qiuming Zhu, Jeffrey D. Hicks, and Alexander D. Stoyen
A Coevolutionary Model of Real-Time Airport Gate Scheduling / 75
Andrés Gómez de Silva Garza
Diagnosis of Complex Failures in Robotic Assembly Systems using Virtual Factories / 77
Cem Baydar
Learning in and for Real-Time Decision Support and Diagnosis Systems / 79
Michael Borth
Using Adaptive Probing for Real-Time Problem Diagnosis in Distributed Computer Systems / 81
I. Rish, M. Brodie, S. Ma, G. Grabarnik, and N.Odintsova
On Scheduling Sensor Networks / 83
Lloyd G. Greenwald and Harish Sethu
Real-Time Heuristic Search for Combinatorial Optimization and Constraint Satisfaction / 85
Wheeler Ruml
An Empirical Comparison of Incremental Search Algorithms for On-Line Planning / 87
J. D. R. Farquhar and Chris J. Harris
Toward Decision-Theoretic CIRCA with Application to Real-Time Computer Security Control / 89
Vu Ha and David J. Musliner
A Survey of Delayed Action Models for Open-Ended Gain Problems / 91
Roby Joehanes
AAAI Digital Library
AAAI relies on your generous support through membership and donations. If you find these resources useful, we would be grateful for your support.