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ECAL
2001
Springer
14 years 3 months ago
Evolution of Reinforcement Learning in Uncertain Environments: Emergence of Risk-Aversion and Matching
Reinforcement learning (RL) is a fundamental process by which organisms learn to achieve a goal from interactions with the environment. Using Artificial Life techniques we derive ...
Yael Niv, Daphna Joel, Isaac Meilijson, Eytan Rupp...
ICANN
2001
Springer
14 years 3 months ago
Generalized Relevance LVQ for Time Series
Abstract. An application of the recently proposed generalized relevance learning vector quantization (GRLVQ) to the analysis and modeling of time series data is presented. We use G...
Marc Strickert, Thorsten Bojer, Barbara Hammer
ISRR
2001
Springer
104views Robotics» more  ISRR 2001»
14 years 3 months ago
General Solution for Linearized Error Propagation in Vehicle Odometry
Although odometry is nonlinear, it yields sufficiently to linearized analysis to produce a closed-form transition matrix and a symbolic general solution for both deterministic and...
Alonzo Kelly
ASAP
2000
IEEE
121views Hardware» more  ASAP 2000»
14 years 3 months ago
A Hardware Algorithm for Variable-Precision Logarithm
This paper presents an e cient hardware algorithm for variable-precision logarithm. The algorithm uses an iterative te chnique that employs table lookups and polynomial approximat...
Javier Hormigo, Julio Villalba, Michael J. Schulte
DEXAW
2000
IEEE
165views Database» more  DEXAW 2000»
14 years 3 months ago
Summarizing Video Datasets in the Spatiotemporal Domain
In this paper we address the problem of analyzing and managing complex dynamic scenes captured in video. We present an approach to summarize video datasets by analyzing the trajec...
Anthony Stefanidis, Panos Partsinevelos, Peggy Ago...