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ATAL
2007
Springer
16 years 21 days ago
Letting loose a SPIDER on a network of POMDPs: generating quality guaranteed policies
Distributed Partially Observable Markov Decision Problems (Distributed POMDPs) are a popular approach for modeling multi-agent systems acting in uncertain domains. Given the signi...
Pradeep Varakantham, Janusz Marecki, Yuichi Yabu, ...
MABS
2004
Springer
15 years 12 months ago
From KISS to KIDS - An 'Anti-simplistic' Modelling Approach
A new approach is suggested under the slogan “Keep it Descriptive Stupid” (KIDS) that encapsulates a trend in increasingly descriptive agentbased social simulation. The KIDS ap...
Bruce Edmonds, Scott Moss
ATAL
2003
Springer
15 years 11 months ago
Social navigation: modeling, simulation, and experimentation
The term social navigation refers to the process of seeking social interaction as a source of navigational support. In this paper we present a computational model of social naviga...
Mark O. Riedl, Robert St. Amant
ESSMAC
2003
Springer
15 years 11 months ago
Self-tuning Control of Non-linear Systems Using Gaussian Process Prior Models
Gaussian Process prior models, as used in Bayesian non-parametric statistical models methodology are applied to implement a nonlinear adaptive control law. The expected value of a...
Daniel Sbarbaro, Roderick Murray-Smith
SMC
2007
IEEE
150views Control Systems» more  SMC 2007»
16 years 23 days ago
Modeling and analysis of multi-agent systems using petri nets
—The development of theoretical-based methods for the assessment of multi-agent systems properties is of critical importance. This work investigates methodologies for modeling, a...
Jose R. Celaya, Alan A. Desrochers, Robert J. Grav...