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PAMI
2007
186views more  PAMI 2007»
13 years 6 months ago
Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes
—This paper presents a method for learning decision theoretic models of human behaviors from video data. Our system learns relationships between the movements of a person, the co...
Jesse Hoey, James J. Little
ER
2008
Springer
109views Database» more  ER 2008»
13 years 9 months ago
Value-Driven Coordination Process Design Using Physical Delivery Models
Abstract. Current e-business technology enables the execution of increasingly complex coordination processes that link IT services of different companies. Successful design of cros...
Roel Wieringa, Vincent Pijpers, Lianne Bodenstaff,...
MKWI
2008
188views Business» more  MKWI 2008»
13 years 8 months ago
A Pragmatic Approach to Traceability in Model-Driven Development
: A common problem in model-driven software development processes is the tracing of requirements across different phases of the software development life cycle iple levels of abstr...
Markus Aleksy, Tobias Hildenbrand, Claudia Obergfe...
PPSN
2010
Springer
13 years 5 months ago
Evolving a Single Scalable Controller for an Octopus Arm with a Variable Number of Segments
Abstract. While traditional approaches to machine learning are sensitive to highdimensional state and action spaces, this paper demonstrates how an indirectly encoded neurocontroll...
Brian G. Woolley, Kenneth O. Stanley
EPIA
1995
Springer
13 years 11 months ago
Using Stochastic Grammars to Learn Robotic Tasks
Abstract. The paper introduces a reinforcement learning-based methodology for performance improvement of Intelligent Controllers. The translation interfaces of a 3-level Hierarchic...
Pedro U. Lima, George N. Saridis