1 code implementation • 26 Jan 2024 • Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed
The optimistic gradient method is useful in addressing minimax optimization problems.
no code implementations • 22 May 2022 • Haoyuan Cai, Tengyu Ma, Simon Du
In particular, the lower bound implies that our proposed algorithm, Value-Aware Autonomous Exploration, is nearly minimax-optimal when the number of $L$-controllable states grows polynomially with respect to $L$.
no code implementations • 19 Jul 2021 • Haoyuan Cai, Qi Ye, Dong-Ling Deng
Quantum computers hold unprecedented potentials for machine learning applications.