Deep estimation for Q⁎ with minimax Bellman error minimization

Author:

Kang Lican,Liao XuORCID,Liu Jin,Luo Yuan

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference45 articles.

1. Neural Network Learning: Theoretical Foundations, vol. 9;Anthony,1999

2. Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path;Antos;Mach. Learn.,2008

3. Nearly-tight vc-dimension and pseudodimension bounds for piecewise linear neural networks;Bartlett;J. Mach. Learn. Res.,2019

4. On deep learning as a remedy for the curse of dimensionality in nonparametric regression;Bauer;Ann. Stat.,2019

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