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APIN
2000
103views more  APIN 2000»
15 years 6 months ago
Probabilistic Pattern Matching and the Evolution of Stochastic Regular Expressions
The use of genetic programming for probabilistic pattern matching is investigated. A stochastic regular expression language is used. The language features a statistically sound sem...
Brian J. Ross
ICMCS
2005
IEEE
185views Multimedia» more  ICMCS 2005»
16 years 12 days ago
Automatic Object Trajectory-Based Motion Recognition Using Gaussian Mixture Models
In this paper, we propose a novel technique for modelbased recognition of complex object motion trajectories using Gaussian Mixture Models (GMM). We build our models on Principal ...
Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld
AGENTS
2001
Springer
15 years 11 months ago
Using background knowledge to speed reinforcement learning in physical agents
This paper describes Icarus, an agent architecture that embeds a hierarchical reinforcement learning algorithm within a language for specifying agent behavior. An Icarus program e...
Daniel G. Shapiro, Pat Langley, Ross D. Shachter
GECCO
2005
Springer
142views Optimization» more  GECCO 2005»
16 years 10 days ago
Toward evolved flight
We present the first hardware-in-the-loop evolutionary optimization on an ornithopter. Our experiments demonstrate the feasibility of evolving flight through genetic algorithms an...
Rusty Hunt, Gregory Hornby, Jason D. Lohn
ICSOC
2010
Springer
15 years 5 months ago
BPEL4Pegasus: Combining Business and Scientific Workflows
Business and scientific workflow management systems (WfMS) offer different features to their users because they are developed for different application areas with different require...
Mirko Sonntag, Dimka Karastoyanova, Ewa Deelman