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» A Procedural Knowledge Approach to Task-Level Control
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ATAL
2004
Springer
15 years 2 months ago
Multiagent Planning as Control Synthesis
This paper proposes a new multiagent planning approach to coordination synthesis that views distributed agents as discrete-event processes. The connection between discreteevent co...
Kiam Tian Seow, Chuan Ma, Makoto Yokoo
GECCO
2005
Springer
154views Optimization» more  GECCO 2005»
15 years 3 months ago
Combining competent crossover and mutation operators: a probabilistic model building approach
This paper presents an approach to combine competent crossover and mutation operators via probabilistic model building. Both operators are based on the probabilistic model buildin...
Cláudio F. Lima, Kumara Sastry, David E. Go...
AUTOMATICA
2006
132views more  AUTOMATICA 2006»
14 years 9 months ago
A new autocovariance least-squares method for estimating noise covariances
Industrial implementation of model-based control methods, such as model predictive control, is often complicated by the lack of knowledge about the disturbances entering the syste...
Brian J. Odelson, Murali R. Rajamani, James B. Raw...
IROS
2008
IEEE
122views Robotics» more  IROS 2008»
15 years 3 months ago
A probabilistic Programming by Demonstration framework handling constraints in joint space and task space
— We present a probabilistic architecture for solving generically the problem of extracting the task constraints through a Programming by Demonstration (PbD) framework and for ge...
Sylvain Calinon, Aude Billard
EMSOFT
2011
Springer
13 years 9 months ago
Software certification: coding, code, and coders
We describe a certification approach for software development that has been adopted at our organization. JPL develops robotic spacecraft for the exploration of the solar system. T...
Klaus Havelund, Gerard J. Holzmann