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ML
2008
ACM
152views Machine Learning» more  ML 2008»
13 years 7 months ago
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path
Abstract. We consider batch reinforcement learning problems in continuous space, expected total discounted-reward Markovian Decision Problems. As opposed to previous theoretical wo...
András Antos, Csaba Szepesvári, R&ea...
FMOODS
2007
13 years 8 months ago
Asynchronous Session Types and Progress for Object Oriented Languages
Abstract. A session type is an abstraction of a sequence of heterogeneous values sent over one channel between two communicating processes. Session types have been introduced to gu...
Mario Coppo, Mariangiola Dezani-Ciancaglini, Nobuk...
JSAC
1998
81views more  JSAC 1998»
13 years 7 months ago
Early Detection and Trellis Splicing: Reduced-Complexity Iterative Decoding
Abstract—The excellent bit error rate performance of new iterative decoding algorithms (e.g., turbodecoding) is achieved at the expense of a computationally burdensome decoding p...
Brendan J. Frey, Frank R. Kschischang
SIGMOD
2008
ACM
120views Database» more  SIGMOD 2008»
14 years 7 months ago
Focused iterative testing: a test automation case study
Timing-related defects are among the most difficult types of defects to catch while testing software. They are by definition difficult to reproduce and hence they are difficult to...
Mechelle Gittens, Pramod Gupta, David Godwin, Hebe...
IAT
2007
IEEE
14 years 1 months ago
A Study of an Approach to the Collective Iterative Task Allocation Problem
A major challenge in the field of Multi-Agent Systems is to enable autonomous agents to allocate tasks efficiently. This paper extends previous work on an approach to the collec...
Christian Guttmann, Iyad Rahwan, Michael P. George...