AgnosticQ-learningwithFunctionApproximationin DeterministicSystems: Near-OptimalBoundson ApproximationErrorandSampleComplexity

Neural Information Processing Systems 

Therefore, we help address the open problem on agnosticQ-learning proposed in [Wen and Van Roy,2013].

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