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» Policy iteration based feedback control
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ATAL
2005
Springer
14 years 1 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
SIGMOD
2007
ACM
150views Database» more  SIGMOD 2007»
14 years 7 months ago
Exploiting self-monitoring sample views for cardinality estimation
Good cardinality estimates are critical for generating good execution plans during query optimization. Complex predicates, correlations between columns, and user-defined functions...
Jingren Zhou, Per-Åke Larson, Peter Zabback,...
SASO
2007
IEEE
14 years 1 months ago
Towards Supporting Interactions between Self-Managed Cells
Management in pervasive systems cannot rely on human intervention or centralised decision-making functions. It must be devolved, based on local decision-making and feedback contro...
Alberto E. Schaeffer Filho, Emil C. Lupu, Naranker...
IJCAI
2003
13 years 9 months ago
A Planning Algorithm for Predictive State Representations
We address the problem of optimally controlling stochastic environments that are partially observable. The standard method for tackling such problems is to define and solve a Part...
Masoumeh T. Izadi, Doina Precup
INFOCOM
1998
IEEE
13 years 11 months ago
Explicit Window Adaptation: A Method to Enhance TCP Performance
We study the performance of TCP in an internetwork consisting of both rate-controlled and non-rate-controlled segments. A commonexample of such an environment occurs when the end ...
Lampros Kalampoukas, Anujan Varma, K. K. Ramakrish...