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ICRA
2010
IEEE
145views Robotics» more  ICRA 2010»
15 years 3 months ago
Reinforcement learning of motor skills in high dimensions: A path integral approach
— Reinforcement learning (RL) is one of the most general approaches to learning control. Its applicability to complex motor systems, however, has been largely impossible so far d...
Evangelos Theodorou, Jonas Buchli, Stefan Schaal
153
Voted
RSS
2007
140views Robotics» more  RSS 2007»
15 years 6 months ago
Control of Many Agents Using Few Instructions
— This paper considers the problem of controlling a group of agents under the constraint that every agent must be given the same control input. This problem is relevant for the c...
Timothy Bretl
ICRA
2003
IEEE
144views Robotics» more  ICRA 2003»
15 years 10 months ago
Error-tolerant execution of complex robot tasks based on skill primitives
— This paper presents a general approach to specify and execute complex robot tasks considering uncertain environments. Robot tasks are defined by a precise definition of socal...
Ulrike Thomas, Bernd Finkemeyer, Torsten Krög...
GECCO
2009
Springer
151views Optimization» more  GECCO 2009»
15 years 11 months ago
Evolution of functional specialization in a morphologically homogeneous robot
A central tenet of embodied artificial intelligence is that intelligent behavior arises out of the coupled dynamics between an agent’s body, brain and environment. It follows t...
Joshua S. Auerbach, Josh C. Bongard
TROB
2008
107views more  TROB 2008»
15 years 4 months ago
Templates and Anchors for Antenna-Based Wall Following in Cockroaches and Robots
The interplay between robotics and neuromechanics facilitates discoveries in both fields: nature provides roboticists with design ideas, while robotics research elucidates critical...
J. Lee, S. N. Sponberg, Owen Y. Loh, Andrew G. Lam...