Department of Statistics, Iowa State University; Department of Electrical and Computer Engineering, The Ohio State University; IBM Research, IBM Thomas J. Watson Research Center
Zhuqing Liu, Xin Zhang, Jia Liu, Zhengyuan Zhu, Songtao Lu
min-max optimization;adaptive batch size;policy evaluation.
PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation