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CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
15 years 2 months ago
Adaptive bases for Q-learning
Abstract-- We consider reinforcement learning, and in particular, the Q-learning algorithm in large state and action spaces. In order to cope with the size of the spaces, a functio...
Dotan Di Castro, Shie Mannor
ICASSP
2011
IEEE
14 years 11 months ago
Estimation and dynamic updating of time-varying signals with sparse variations
This paper presents an algorithm for an 1-regularized Kalman filter. Given observations of a discrete-time linear dynamical system with sparse errors in the state evolution, we e...
Muhammad Salman Asif, Adam Charles, Justin K. Romb...
ACL
1997
15 years 8 months ago
Using Syntactic Dependency as Local Context to Resolve Word Sense Ambiguity
Most previous corpus-based algorithms disambiguate a word with a classifier trained from previous usages of the same word. Separate classifiers have to be trained for different wo...
Dekang Lin
IEEEIAS
2007
IEEE
16 years 1 months ago
Computational Forensics: Towards Hybrid-Intelligent Crime Investigation
In recent years, mathematical, statistical and computer science methods have found extensive application in developing new procedures for crime investigation, prosecution and the ...
Katrin Franke, Sargur N. Srihari
KI
2007
Springer
16 years 1 months ago
Integrating Action Calculi and Description Logics
General action languages, like e.g. the Situation Calculus, use full classical logic to represent knowledge of actions and their effects in dynamic domains. Description Logics, on...
Conrad Drescher, Michael Thielscher