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ICML
2002
IEEE
16 years 13 days ago
Competitive Analysis of the Explore/Exploit Tradeoff
John Langford, Martin Zinkevich, Sham Kakade
IJCAI
2003
15 years 1 months ago
Local-Effect Games
We present a new class of games, local-effect games (LEGs), which exploit structure in a different way from other compact game representations studied in AI. We show both theoreti...
Kevin Leyton-Brown, Moshe Tennenholtz
CORR
2010
Springer
66views Education» more  CORR 2010»
14 years 11 months ago
Query strategy for sequential ontology debugging
Abstract. Debugging is an important prerequisite for the wide-spread application of ontologies, especially in areas that rely upon everyday users to create and maintain knowledge b...
Kostyantyn M. Shchekotykhin, Gerhard Friedrich
ATAL
2008
Springer
15 years 1 months ago
Sequential decision making in repeated coalition formation under uncertainty
The problem of coalition formation when agents are uncertain about the types or capabilities of their potential partners is a critical one. In [3] a Bayesian reinforcement learnin...
Georgios Chalkiadakis, Craig Boutilier
AMEC
2004
Springer
15 years 5 months ago
Three Automated Stock-Trading Agents: A Comparative Study
Abstract. This paper documents the development of three autonomous stocktrading agents within the framework of the Penn Exchange Simulator (PXS), a novel stock-trading simulator th...
Alexander A. Sherstov, Peter Stone