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» Hierarchical Abstractions for Robotic Swarms
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GECCO
2003
Springer
15 years 4 months ago
Multi-objectivity as a Tool for Constructing Hierarchical Complexity
Abstract. This paper presents a novel perspective to the use of multiobjective optimization and in particular evolutionary multi-objective optimization (EMO) as a measure of comple...
Jason Teo, Minh Ha Nguyen, Hussein A. Abbass
IROS
2007
IEEE
125views Robotics» more  IROS 2007»
15 years 5 months ago
Probabilistic inference for structured planning in robotics
Abstract— Real-world robotic environments are highly structured. The scalability of planning and reasoning methods to cope with complex problems in such environments crucially de...
Marc Toussaint, Christian Goerick
ICRA
2008
IEEE
166views Robotics» more  ICRA 2008»
15 years 5 months ago
Anatomy-based organization of modular robots
Abstract— This paper presents a novel biologicallyinspired hierarchical approach to organizing and controlling modular robots. The purpose of our approach is to decompose the com...
David Johan Christensen, Jason Campbell
IROS
2009
IEEE
168views Robotics» more  IROS 2009»
15 years 6 months ago
A stream-based hierarchical anchoring framework
— Autonomous systems situated in the real world often need to recognize, track, and reason about various types of physical objects. In order to allow reasoning at a symbolic leve...
Fredrik Heintz, Jonas Kvarnström, Patrick Doh...
ROMAN
2007
IEEE
127views Robotics» more  ROMAN 2007»
15 years 5 months ago
Incremental on-line hierarchical clustering of whole body motion patterns
Abstract— This paper describes a novel algorithm for autonomous and incremental learning of motion pattern primitives by observation of human motion. Human motion patterns are ed...
Dana Kulic, Wataru Takano, Yoshihiko Nakamura