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ICML
2005
IEEE
15 years 10 months ago
Bounded real-time dynamic programming: RTDP with monotone upper bounds and performance guarantees
MDPs are an attractive formalization for planning, but realistic problems often have intractably large state spaces. When we only need a partial policy to get from a fixed start s...
H. Brendan McMahan, Maxim Likhachev, Geoffrey J. G...
ICALP
2007
Springer
15 years 4 months ago
Continuous Capacities on Continuous State Spaces
We propose axiomatizing some stochastic games, in a continuous state space setting, using continuous belief functions, resp. plausibilities, instead of measures. Then, stochastic g...
Jean Goubault-Larrecq
AGI
2011
14 years 1 months ago
Measuring Agent Intelligence via Hierarchies of Environments
Under Legg’s and Hutter’s formal measure [1], performance in easy environments counts more toward an agent’s intelligence than does performance in difficult environments. An ...
Bill Hibbard
JVM
2001
105views Education» more  JVM 2001»
14 years 11 months ago
A Java Compiler for Many Memory Models
ompiler for Many Memory Models { extended abstract Samuel P. Midki IBM TJ Watson Research Jaejin Lee Dept. of Computer Science and Engineering, Michigan State University David A. P...
Samuel P. Midkiff
ACL
2010
14 years 7 months ago
Unsupervised Search for the Optimal Segmentation for Statistical Machine Translation
We tackle the previously unaddressed problem of unsupervised determination of the optimal morphological segmentation for statistical machine translation (SMT) and propose a segmen...
Coskun Mermer, Ahmet Afsn Akn