954 citations
- The University of TokyoJP28 papers
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- Nagoya UniversityJP12 papers
- The University of OsakaJP12 papers
- ETH ZurichCH11 papers
- Japan Science and Technology AgencyJP10 papers
- National Astronomical Observatory of JapanJP9 papers
- Tokyo University of ScienceJP9 papers
- Hiroshima UniversityJP7 papers
- École Polytechnique Fédérale de LausanneCH6 papers
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- Institut Laue-LangevinFR6 papers
Showing 2005 · cs.LGShow all
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cs.LG2005★ 15 cited
Universal Learning of Repeated Matrix Games
Jan Poland, Marcus Hutter
We study and compare the learning dynamics of two universal learning algorithms, one based on Bayesian learning and the other on prediction with expert advice. Both approaches have…
cs.LG2005★ 3 cited
FPL Analysis for Adaptive Bandits
Jan Poland
A main problem of "Follow the Perturbed Leader" strategies for online decision problems is that regret bounds are typically proven against oblivious adversary. In partial observati…