abbasi-y adkori
Information about AI from the News, Publications, and Conferences
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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
Multi-Agent Learning with Heterogeneous Linear Contextual Bandits
Neural Information Processing Systems
UCB, wherein agents cooperatively minimize the group regret under the coordination of a central server.
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Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator
Karl Krauth, Stephen Tu, Benjamin Recht
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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Minimax Regret for Cascading Bandits
Neural Information Processing Systems
Cascading bandits is a natural and popular model that frames the task of learning to rank from Bernoulli click feedback in a bandit setting.
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Linear Stochastic Bandits Under Safety Constraints
Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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