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SAB
2004
Springer
289views Optimization» more  SAB 2004»
15 years 3 months ago
An Overview of Physicomimetics
This paper provides an overview of our framework, called physicomimetics, for the distributed control of swarms of robots. We focus on robotic behaviors that are similar to those s...
William M. Spears, Diana F. Spears, Rodney Heil, W...
UAI
2003
14 years 11 months ago
Decentralized Sensor Fusion with Distributed Particle Filters
This paper presents a scalable Bayesian technique for decentralized state estimation from multiple platforms in dynamic environments. As has long been recognized, centralized arch...
Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian...
GECCO
2005
Springer
141views Optimization» more  GECCO 2005»
15 years 3 months ago
Evolving cooperative strategies for UAV teams
We present a Genetic Programming approach to evolve cooperative controllers for teams of UAVs. Our focus is a collaborative search mission in an uncertain and/or hostile environme...
Marc D. Richards, L. Darrell Whitley, J. Ross Beve...
GECCO
2009
Springer
113views Optimization» more  GECCO 2009»
15 years 4 months ago
Environmental robustness in multi-agent teams
Evolution has proven to be an effective method of training heterogeneous multi-agent teams of autonomous agents to explore unknown environments. Autonomous, heterogeneous agents ...
Terence Soule, Robert B. Heckendorn
ICRA
2010
IEEE
146views Robotics» more  ICRA 2010»
14 years 8 months ago
Explicit coordinated localization using common visual objects
Abstract— Localization in multi-robot systems is a key problem in multi agent systems. In many cases, specially involving legged robots, like the Robocup soccer competition, it r...
Jose Manuel Peula, Javier Cebolla, Cristina Urdial...