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ICMAS
1998
15 years 1 months ago
How to Explore your Opponent's Strategy (almost) Optimally
This work presents a lookahead-based exploration strategy for a model-based learning agent that enables exploration of the opponent's behavior during interaction in a multi-a...
David Carmel, Shaul Markovitch
93
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ICML
2005
IEEE
16 years 1 months ago
ROC confidence bands: an empirical evaluation
This paper is about constructing confidence bands around ROC curves. We first introduce to the machine learning community three band-generating methods from the medical field, and...
Sofus A. Macskassy, Foster J. Provost, Saharon Ros...
FAABS
2000
Springer
15 years 4 months ago
Modeling and Programming Devices and Web Agents
This paper integrates research in robot programming and reasoning about action with research in model-based reasoning about physical systems to provide a capability for modeling an...
Sheila A. McIlraith
93
Voted
SEFM
2009
IEEE
15 years 7 months ago
An Automated Approach to Verifying Diagnosability in Multi-agent Systems
—This paper addresses the issue of guaranteeing the correctness of fault diagnosis mechanisms in multi-agent systems. We propose an automated approach to verifying the property o...
Jonathan Ezekiel, Alessio Lomuscio
KES
2005
Springer
15 years 6 months ago
Ontology Modeling and Storage System for Robot Context Understanding
Abstract. A mobile robot that interacts with its environment needs a machineunderstandable representation of objects and their usages. We present an ontology of objects, with gener...
Eric Wang, Yong Se Kim, Hak Soo Kim, Jin Hyun Son,...