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NAACL
2004
13 years 10 months ago
Automatically Labeling Semantic Classes
Systems that automatically discover semantic classes have emerged in part to address the limitations of broad-coverage lexical resources such as WordNet and Cyc. The current state...
Patrick Pantel, Deepak Ravichandran
NIPS
2001
13 years 10 months ago
Rates of Convergence of Performance Gradient Estimates Using Function Approximation and Bias in Reinforcement Learning
We address two open theoretical questions in Policy Gradient Reinforcement Learning. The first concerns the efficacy of using function approximation to represent the state action ...
Gregory Z. Grudic, Lyle H. Ungar
CORR
2007
Springer
79views Education» more  CORR 2007»
13 years 9 months ago
Ontology and Formal Semantics - Integration Overdue
but other abstract objects as well (e.g., states, processes, properties, activities, attributes, etc.) It will be demonstrated here that in such a framework, a number of challenges...
Walid S. Saba
NCA
2009
IEEE
14 years 4 months ago
Simulating Fixed Virtual Nodes for Adapting Wireline Protocols to MANET
Abstract— The Virtual Node Layer (VNLayer) is a programtraction for Mobile Ad Hoc Networks (MANETs). It defines simple virtual servers at fixed locations in a network, addressi...
Jiang Wu, Nancy D. Griffeth, Nancy A. Lynch, Calvi...
ICC
2008
IEEE
167views Communications» more  ICC 2008»
14 years 3 months ago
Clustering Large Optical Networks for Distributed and Dynamic Multicast
—For a large-scale mesh network with dynamic traffic, maintaining the global state information in a centralized fashion is impractical. Hence, distributed schemes are needed to ...
Mohammad Masud Hasan, Jason P. Jue