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108
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AAAI
1994
15 years 4 months ago
Learning to Explore and Build Maps
Using the methods demonstrated in this paper, a robot with an unknown sensorimotor system can learn sets of features and behaviors adequate to explore a continuous environment and...
David Pierce, Benjamin Kuipers
116
Voted
ICRA
2002
IEEE
98views Robotics» more  ICRA 2002»
15 years 8 months ago
Global Exponential Stabilizability for Distributed Manipulation Systems
Abstract: This paper considers the global exponential stability of planar distributed manipulation control schemes. The “programmable vector field” approach is a commonly prop...
Todd D. Murphey, Joel W. Burdick
191
Voted
GECCO
2007
Springer
437views Optimization» more  GECCO 2007»
15 years 9 months ago
A gestalt genetic algorithm: less details for better search
The basic idea to defend in this paper is that an adequate perception of the search space, sacrificing most of the precision, can paradoxically accelerate the discovery of the mo...
Christophe Philemotte, Hugues Bersini
ECML
2007
Springer
15 years 7 months ago
Efficient Continuous-Time Reinforcement Learning with Adaptive State Graphs
Abstract. We present a new reinforcement learning approach for deterministic continuous control problems in environments with unknown, arbitrary reward functions. The difficulty of...
Gerhard Neumann, Michael Pfeiffer, Wolfgang Maass
144
Voted
GECCO
2008
Springer
143views Optimization» more  GECCO 2008»
15 years 4 months ago
Collective intelligence and bush fire spotting
Bush fires cause major damage each year in many areas of the world and the earlier that they can be detected the easier it is to minimize this damage. This paper describes a coll...
David Howden, Tim Hendtlass