45 citations · 138 across the 13 of their papers we have counts for
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quant-ph2022★ 3 cited
Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits
Jiahao Yao, Haoya Li, Marin Bukov +2
Variational quantum algorithms stand at the forefront of simulations on near-term and future fault-tolerant quantum devices. While most variational quantum algorithms involve only…
math.OC2022
Accelerating Primal-dual Methods for Regularized Markov Decision Processes
Haoya Li, Hsiang-fu Yu, Lexing Ying +1
Entropy regularized Markov decision processes have been widely used in reinforcement learning. This paper is concerned with the primal-dual formulation of the entropy regularized p…