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ESAW
2004
Springer
15 years 5 months ago
Controlled Experimentation with Agents - Models and Implementations
The deployment of multi-agent systems demands for justified confidence into their behaviour, both with respect to correct results of computations and with respect to timeliness t...
Mathias Röhl, Adelinde Uhrmacher
PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
14 years 9 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
ICWE
2010
Springer
14 years 10 months ago
Rapid Development of Composite Applications Using Annotated Web Services
Abstract. Developing service-based interactive applications is time consuming and nontrivial. Annotating web services with additional information about the user interface and behav...
Lars Dannecker, Marius Feldmann, Tobias Nestler, G...
ESSMAC
2003
Springer
15 years 4 months ago
Nonlinear Predictive Control with a Gaussian Process Model
Abstract. Gaussian process models provide a probabilistic non-parametric modelling approach for black-box identification of nonlinear dynamic systems. The Gaussian processes can h...
Jus Kocijan, Roderick Murray-Smith
EUSFLAT
2003
128views Fuzzy Logic» more  EUSFLAT 2003»
15 years 29 days ago
Hardware implementation of a fuzzy Petri net based on VLSI digital circuits
Industrial processes can be often modelled using Petri nets. If all the process variables (or events) are assumed to be twovalued signals, then it is possible to obtain a hardware...
Jacek Kluska, Zbigniew Hajduk