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SPRINGSIM
2008
15 years 8 months ago
Data parallel execution challenges and runtime performance of agent simulations on GPUs
Programmable graphics processing units (GPUs) have emerged as excellent computational platforms for certain general-purpose applications. The data parallel execution capabilities ...
Kalyan S. Perumalla, Brandon G. Aaby
AAAI
2006
15 years 8 months ago
Using Homomorphisms to Transfer Options across Continuous Reinforcement Learning Domains
We examine the problem of Transfer in Reinforcement Learning and present a method to utilize knowledge acquired in one Markov Decision Process (MDP) to bootstrap learning in a mor...
Vishal Soni, Satinder P. Singh
FLAIRS
2004
15 years 8 months ago
Adaptive K-Means Clustering
Clustering is used to organize data for efficient retrieval. One of the problems in clustering is the identification of clusters in given data. A popular technique for clustering ...
Sanjiv K. Bhatia
EACL
2006
ACL Anthology
15 years 8 months ago
Constraints on Non-Projective Dependency Parsing
We investigate a series of graph-theoretic constraints on non-projective dependency parsing and their effect on expressivity, i.e. whether they allow naturally occurring syntactic...
Joakim Nivre
180
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FORTE
2004
15 years 8 months ago
Formal Composition of Distributed Scenarios
Eliciting, modeling, and analyzing the requirements are the main challenges to face up when you want to produce a formal specification for distributed systems. The distribution and...
Aziz Salah, Rabeb Mizouni, Rachida Dssouli, Benoit...