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02/17/2020
Agnostic Q-learning with Function Approximation in Deterministic Systems: Tight Bounds on Approximation Error and Sample Complexity
The current paper studies the problem of agnostic Q-learning with functi...
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04/26/2019
On Exact Computation with an Infinitely Wide Neural Net
How well does a classic deep net architecture like AlexNet or VGG19 clas...
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11/19/2018
Classical Algorithms from Quantum and Arthur-Merlin Communication Protocols
The polynomial method from circuit complexity has been applied to severa...
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01/13/2018
