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Tue Dec 09 11:50 AM -- 11:51 AM (PST)
Multi-task Gaussian Process Learning of Robot Inverse Dynamics
Kian Ming A Chai · Chris Williams · Stefan Klanke · Sethu Vijayakumar
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Tue Dec 09 11:51 AM -- 11:52 AM (PST)
Multi-resolution Exploration in Continuous Spaces
Ali Nouri · Michael L Littman
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Tue Dec 09 11:52 AM -- 11:53 AM (PST)
Multi-Agent Filtering with Infinitely Nested Beliefs
Luke Zettlemoyer · Brian Milch · Leslie Kaelbling
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Tue Dec 09 11:53 AM -- 11:54 AM (PST)
Fitted Q-iteration by Advantage Weighted Regression
Gerhard Neumann · Jan Peters
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Tue Dec 09 11:54 AM -- 11:55 AM (PST)
Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms
John W Roberts · Russ Tedrake
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Tue Dec 09 11:55 AM -- 11:56 AM (PST)
Optimization on a Budget: A Reinforcement Learning Approach
Paul L Ruvolo · Ian R Fasel · javier r movellan
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Tue Dec 09 11:56 AM -- 11:57 AM (PST)
Near-optimal Regret Bounds for Reinforcement Learning
Peter Auer · Thomas Jaksch · Ronald Ortner
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Tue Dec 09 11:57 AM -- 11:58 AM (PST)
Algorithms for Infinitely Many-Armed Bandits
Yizao Wang · Jean-Yves Audibert · Remi Munos
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Tue Dec 09 11:58 AM -- 11:59 AM (PST)
Mind the Duality Gap: Logarithmic regret algorithms for online optimization
Shai Shalev-Shwartz · Sham M Kakade
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Tue Dec 09 11:59 AM -- 12:00 PM (PST)
An Online Algorithm for Maximizing Submodular Functions
Matt Streeter · Daniel Golovin