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» Learning Behaviors Models for Robot Execution Control
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FLAIRS
1998
15 years 5 months ago
DFA Learning of Opponent Strategies
This work studies the control of robots in the adversarial world of "Hunt the Wumpus". The hybrid learning algorithm which controls the robots behavior is a combination ...
Gilbert L. Peterson, Diane J. Cook
134
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ICRA
2007
IEEE
157views Robotics» more  ICRA 2007»
15 years 10 months ago
Learning to Select State Machines using Expert Advice on an Autonomous Robot
— Hierarchical state machines have proven to be a powerful tool for controlling autonomous robots due to their flexibility and modularity. For most real robot implementations, h...
Brenna Argall, Brett Browning, Manuela M. Veloso
IROS
2008
IEEE
191views Robotics» more  IROS 2008»
15 years 10 months ago
Local Gaussian process regression for real-time model-based robot control
— High performance and compliant robot control requires accurate dynamics models which cannot be obtained analytically for sufficiently complex robot systems. In such cases, mac...
Duy Nguyen-Tuong, Jan Peters
IROS
2009
IEEE
131views Robotics» more  IROS 2009»
15 years 10 months ago
A robotic closed-loop scheme to model human postural coordination
— This paper models recent data in the field of postural coordination showing the existence of self-organized postural states, and transition between them, underlying suprapostu...
Vincent Bonnet, Philippe Fraisse, Nacim Ramdani, J...
ATAL
2006
Springer
15 years 7 months ago
Action awareness: enabling agents to optimize, transform, and coordinate plans
As agent systems are solving more and more complex tasks in increasingly challenging domains, the systems themselves are becoming more complex too, often compromising their adapti...
Freek Stulp, Michael Beetz