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COLT
1997
Springer
14 years 1 months ago
On-line Learning and the Metrical Task System Problem
We relate two problems that have been explored in two distinct communities. The first is the problem of combining expert advice, studied extensively in the computational learning...
Avrim Blum, Carl Burch
AAMAS
2002
Springer
13 years 9 months ago
Cooperative Learning Using Advice Exchange
Abstract. One of the main questions concerning learning in a Multi-Agent System's environment is: "(How) can agents benefit from mutual interaction during the learning pr...
Luís Nunes, Eugenio Oliveira
EUROCOLT
1999
Springer
14 years 2 months ago
Averaging Expert Predictions
We consider algorithms for combining advice from a set of experts. In each trial, the algorithm receives the predictions of the experts and produces its own prediction. A loss func...
Jyrki Kivinen, Manfred K. Warmuth
EXPERT
2002
103views more  EXPERT 2002»
13 years 9 months ago
How Qualitative Spatial Reasoning Can Improve Strategy Game AIs
Spatial reasoning is a major source of difficulties for strategy game AIs. We conjecture that qualitative spatial reasoning techniques can help overcome these difficulties. We bri...
Kenneth D. Forbus, James V. Mahoney, Kevin Dill
ECOOP
2007
Springer
14 years 4 months ago
MAO: Ownership and Effects for More Effective Reasoning About Aspects
Abstract. Aspect-oriented advice increases the number of places one must consider during reasoning, since advice may affect all method calls and field accesses. MAO, a new variant...
Curtis Clifton, Gary T. Leavens, James Noble