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» Inspector Methods for State Abstraction
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76
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JUCS
2007
98views more  JUCS 2007»
14 years 9 months ago
Focus of Attention in Reinforcement Learning
Abstract: Classification-based reinforcement learning (RL) methods have recently been proposed as an alternative to the traditional value-function based methods. These methods use...
Lihong Li, Vadim Bulitko, Russell Greiner
ECSQARU
2001
Springer
15 years 2 months ago
General Preferential Entailments as Circumscriptions
Abstract A (general) preferential entailment is defined by a “preference relation” among “states”. States can be either interpretations or sets of interpretations, or “c...
Yves Moinard
PTS
1993
91views Hardware» more  PTS 1993»
14 years 11 months ago
Generating Tests for Control Portion of SDL Specifications
The signal SAVE construct is one of the features distinguishing SDL from convent specification and programming languages. On the other hand, this feature increase testing SDL-spec...
Gang Luo, Anindya Das, Gregor von Bochmann
77
Voted
ECCV
2008
Springer
15 years 11 months ago
Tracking of Abrupt Motion Using Wang-Landau Monte Carlo Estimation
Abstract. We propose a novel tracking algorithm based on the WangLandau Monte Carlo sampling method which efficiently deals with the abrupt motions. Abrupt motions could cause conv...
Junseok Kwon, Kyoung Mu Lee
ESSMAC
2003
Springer
15 years 2 months ago
Analysis of Some Methods for Reduced Rank Gaussian Process Regression
Abstract. While there is strong motivation for using Gaussian Processes (GPs) due to their excellent performance in regression and classification problems, their computational com...
Joaquin Quiñonero Candela, Carl Edward Rasm...