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ATAL
2010
Springer
14 years 11 months ago
Distributed multiagent learning with a broadcast adaptive subgradient method
Many applications in multiagent learning are essentially convex optimization problems in which agents have only limited communication and partial information about the function be...
Renato L. G. Cavalcante, Alex Rogers, Nicholas R. ...
76
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CDC
2008
IEEE
15 years 4 months ago
Controllability and observability of leader-based multi-agent systems
— In this work we analyze the controllability and observability properties of several interconnection configurations such as the chain topology and cyclic topology as well as co...
Rogelio Lozano, Mark W. Spong, Jose Alfredo Guerre...
ATAL
2007
Springer
15 years 3 months ago
Knowledge and observations in the situation calculus
We present a powerful new account of multi-agent knowledge in the situation calculus and an effective reasoning procedure for handling knowledge queries. Our approach generalizes...
Ryan F. Kelly, Adrian R. Pearce
AAAI
2012
13 years 3 days ago
Learning Behavior Models for Hybrid Timed Systems
A tailored model of a system is the prerequisite for various analysis tasks, such as anomaly detection, fault identification, or quality assurance. This paper deals with the algo...
Oliver Niggemann, Benno Stein, Asmir Vodencarevic,...
AAAI
2006
14 years 11 months ago
Belief Change in the Context of Fallible Actions and Observations
We consider the iterated belief change that occurs following an alternating sequence of actions and observations. At each instant, an agent has some beliefs about the action that ...
Aaron Hunter, James P. Delgrande