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CCIA
2005
Springer
14 years 2 months ago
Direct Policy Search Reinforcement Learning for Robot Control
— This paper proposes a high-level Reinforcement Learning (RL) control system for solving the action selection problem of an autonomous robot. Although the dominant approach, whe...
Andres El-Fakdi, Marc Carreras, Narcís Palo...
IROS
2006
IEEE
127views Robotics» more  IROS 2006»
14 years 2 months ago
Learning Predictive Features in Affordance based Robotic Perception Systems
This work is about the relevance of Gibson’s concept of affordances [1] for visual perception in interactive and autonomous robotic systems. In extension to existing functional ...
Gerald Fritz, Lucas Paletta, Ralph Breithaupt, Eri...
CORR
2010
Springer
124views Education» more  CORR 2010»
13 years 9 months ago
Mimicking the Behaviour of Idiotypic AIS Robot Controllers Using Probabilistic Systems
Previous work has shown that robot navigation systems that employ an architecture based upon the idiotypic network theory of the immune system have an advantage over control techn...
Amanda M. Whitbrook, Uwe Aickelin, Jonathan M. Gar...
CORR
2010
Springer
126views Education» more  CORR 2010»
13 years 9 months ago
The Use of Probabilistic Systems to Mimic the Behaviour of Idiotypic AIS Robot Controllers
Previous work has shown that robot navigation systems that employ an architecture based upon the idiotypic network theory of the immune system have an advantage over control techn...
Amanda M. Whitbrook, Uwe Aickelin, Jonathan M. Gar...
ICRA
2000
IEEE
128views Robotics» more  ICRA 2000»
14 years 1 months ago
Visually Guided Coordination for Distributed Precision Assembly
We document our initial e orts to instantiate visuallyguided cooperative behaviors between robotic agents in the minifactory environment. Minifactory incorporates high-precision 2...
Michael L. Chen, Shinji Kume, Alfred A. Rizzi, Ral...