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ICML
2005
IEEE
16 years 7 months ago
Relating reinforcement learning performance to classification performance
We prove a quantitative connection between the expected sum of rewards of a policy and binary classification performance on created subproblems. This connection holds without any ...
John Langford, Bianca Zadrozny
IPPS
2006
IEEE
16 years 22 days ago
Wire-speed total order
— Many distributed systems may be limited in their performance by the number of transactions they are able to support per unit of time. In order to achieve fault tolerance and to...
Tal Anker, Danny Dolev, G. Greenman, I. Shnaiderma...
ASM
2004
ASM
16 years 3 days ago
An ASM Semantics for SSA Intermediate Representations
Abstract. Static single assignment (SSA) form is the intermediate representation of choice in modern optimizing compilers for which no formal semantics has been stated yet. To prov...
Sabine Glesner
ALT
2010
Springer
15 years 8 months ago
Consistency of Feature Markov Processes
We are studying long term sequence prediction (forecasting). We approach this by investigating criteria for choosing a compact useful state representation. The state is supposed t...
Peter Sunehag, Marcus Hutter
TCS
2008
15 years 6 months ago
Kernel methods for learning languages
This paper studies a novel paradigm for learning formal languages from positive and negative examples which consists of mapping strings to an appropriate highdimensional feature s...
Leonid Kontorovich, Corinna Cortes, Mehryar Mohri