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ECML
2007
Springer
15 years 10 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
FDL
2007
IEEE
15 years 10 months ago
Transactor-based Formal Verification of Real-time Embedded Systems
With the increasing complexity of today's embedded systems, there is a need to formally verify such designs at mixed abstraction levels. This is needed if some compoe describ...
Daniel Karlsson, Petru Eles, Zebo Peng
GRAPHITE
2007
ACM
15 years 10 months ago
Squidsoup
: Communicating the ethos of a subject (e.g. a brand or cultural or historical narrative) within an environment, such as a museum or visitor centre, is often undermined by the poor...
Anthony Rowe
GROUP
2007
ACM
15 years 10 months ago
Judging you by the company you keep: dating on social networking sites
This study examines dating strategies in Social Networking Sites (SNS) and the features that help participants achieve their dating goals. Qualitative data suggests the SNS featur...
Adeline Y. Lee, Amy Bruckman
ICANN
2007
Springer
15 years 10 months ago
An Efficient Method for Pruning the Multilayer Perceptron Based on the Correlation of Errors
Abstract. In this paper we present a novel method for pruning redundant weights of a trained multilayer Perceptron (MLP). The proposed method is based on the correlation analysis o...
Cláudio M. S. Medeiros, Guilherme De A. Bar...