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» Optimal Online Prediction in Adversarial Environments
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PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
13 years 2 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
OOPSLA
2007
Springer
13 years 11 months ago
Software speculative multithreading for Java
We apply speculative multithreading to sequential Java programs in software to achieve speedup on existing multiprocessors. A common speculation library supports both Java bytecod...
Christopher J. F. Pickett
DEBU
2000
147views more  DEBU 2000»
13 years 4 months ago
XJoin: A Reactively-Scheduled Pipelined Join Operator
Wide-area distribution raises significant performance problems for traditional query processing techniques as data access becomes less predictable due to link congestion, load imb...
Tolga Urhan, Michael J. Franklin