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NIPS
2007
15 years 8 months ago
Random Sampling of States in Dynamic Programming
We combine three threads of research on approximate dynamic programming: sparse random sampling of states, value function and policy approximation using local models, and using lo...
Christopher G. Atkeson, Benjamin Stephens
DAGSTUHL
2006
15 years 8 months ago
A convenient category of domains
We motivate and define a category of topological domains, whose objects are certain topological spaces, generalising the usual -continuous dcppos of domain theory. Our category su...
Ingo Battenfeld, Matthias Schröder, Alex Simp...
FLAIRS
2006
15 years 8 months ago
Incremental Parsing for Real-time Accompaniment Systems
The incremental parsing (IP) algorithm has been successfully used in real-time applications, due to its efficiency in modeling musical style. For example, musical systems using IP...
Giordano Ribeiro de Eulalio Cabral, Jean-Pierre Br...
HCI
2001
15 years 8 months ago
Human-computer protocols
s, covering different levels of abstraction over the information exchanged. As the protocol is layered, we can discuss interaction in terms of different levels of granularity, bett...
David J. Duke, David A. Duce, Philip J. Barnard, J...
NIPS
2001
15 years 8 months ago
(Not) Bounding the True Error
We present a new approach to bounding the true error rate of a continuous valued classifier based upon PAC-Bayes bounds. The method first constructs a distribution over classifier...
John Langford, Rich Caruana