Sihai Zhang

2 accepted papers

2024

Computational Complexity of Asynchronous Policy Iteration for Two-Player Zero-Sum Markov Games

ICASSP 2024accepted

Bertsekas recently proposed Asynchronous Policy Iteration (API) as an alternative algorithm of Policy Iteration (PI) for solving the problem of two-player zero-sum Markov games. To quantifying the benefits of API, besides its flexibility for parallel and asynchronous implementation, the focus of thi…

Cited by 0 Source ↗Scholar ↗

2023

MathNAS: If Blocks Have a Role in Mathematical Architecture Design

Wang Qinsi, Jinghan Ke, Zhi Liang, Sihai Zhang

NeurIPS 2023poster

Neural Architecture Search (NAS) has emerged as a favoured method for unearthing effective neural architectures. Recent development of large models has intensified the demand for faster search speeds and more accurate search results. However, designing large models by NAS is challenging due to the…

Cited by 1 Source ↗PDF ↗code ↗Scholar ↗