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AAAI
1997
13 years 11 months ago
Machine Learning for Intelligent Systems
Recent research in machine learning has focused on supervised induction for simple classi cation and reinforcement learning for simple reactive behaviors. In the process, the eld ...
Pat Langley
ICMAS
2000
13 years 11 months ago
Self-Organizing Manufacturing Control: An Industrial Application of Agent Technology
We present an auction-based approach to manufacturing control. Workpieces auction off their current task, while machines bid for tasks. When awarding a machine, a workpiece takes ...
Stefan Bussmann, Klaus Schild
ICMAS
2000
13 years 11 months ago
An Introduction to Congregating in Multiagent Systems
Christopher H. Brooks, Edmund H. Durfee, Aaron A. ...
AAAI
1997
13 years 11 months ago
Effective Bayesian Inference for Stochastic Programs
In this paper, we propose a stochastic version of a general purpose functional programming language as a method of modeling stochastic processes. The language contains random choi...
Daphne Koller, David A. McAllester, Avi Pfeffer
ICMAS
2000
13 years 11 months ago
Adaptive Agent Integration Architectures for Heterogeneous Team Members
Withthe proliferationof software agents and smart hardware devices there is a growing realization that large-scale problems can be addressed by integration of such standalone syst...
AAAI
1997
13 years 11 months ago
Combining Approximate Front End Signal Processing with Selective Reprocessing in Auditory Perception
When dealing with signals from complex environments, where multiple time-dependent signal signatures can interfere with each other in stochastically unpredictable ways, traditiona...
Frank Klassner, Victor R. Lesser, Hamid Nawab
ICMAS
2000
13 years 11 months ago
Reasoning About Others: Representing and Processing Infinite Belief Hierarchies
In this paper we focus on the problem of how infinite belief hierarchies can be represented and reasoned with in a computationally tractable way. When modeling nested beliefs one ...
Sviatoslav Brainov, Tuomas Sandholm
ICMAS
2000
13 years 11 months ago
Multiagent Control of Self-Reconfigurable Robots
We demonstrate how multiagent systems provide useful control techniques for modular self-reconfigurable (metamorphic) robots. Such robots consist of many modules that can move rel...
Hristo Bojinov, Arancha Casal, Tad Hogg