Haoya Li

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Policy Gradient

Monte Carlo Tree Search

Top Venues

J. Comput. Phys.

Publications

Haoya Li, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon
Accelerating Primal-Dual Methods for Regularized Markov Decision Processes. SIAM J. Optim. 34 (1) (2024)
Haoya Li, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon
Approximate Newton Policy Gradient Algorithms. SIAM J. Sci. Comput. 45 (5) (2023)
Hongkang Ni, Haoya Li, Lexing Ying
On low-depth algorithms for quantum phase estimation. Quantum 7 (2023)
Hongkang Ni, Haoya Li, Lexing Ying
Quantum Hamiltonian Learning for the Fermi-Hubbard Model. CoRR (2023)
Haoya Li, Hongkang Ni, Lexing Ying
On efficient quantum block encoding of pseudo-differential operators. Quantum 7 (2023)
Haoya Li, Yu Tong, Hongkang Ni, Tuvia Gefen, Lexing Ying
Heisenberg-limited Hamiltonian learning for interacting bosons. CoRR (2023)
Haoya Li, Hongkang Ni, Lexing Ying
On efficient quantum block encoding of pseudo-differential operators. CoRR (2023)
Haoya Li, Hongkang Ni, Lexing Ying
A note on spike localization for line spectrum estimation. CoRR (2023)
Haoya Li, Lexing Ying
A semigroup method for high dimensional elliptic PDEs and eigenvalue problems based on neural networks. J. Comput. Phys. 453 (2022)
Jiahao Yao, Haoya Li, Marin Bukov, Lin Lin, Lexing Ying
Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits. MSML (2022)
Haoya Li, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon
Accelerating Primal-dual Methods for Regularized Markov Decision Processes. CoRR (2022)
Jiahao Yao, Haoya Li, Marin Bukov, Lin Lin, Lexing Ying
Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits. CoRR (2022)
Haoya Li, Yuwei Fan, Lexing Ying
A simple multiscale method for mean field games. J. Comput. Phys. 439 (2021)
Haoya Li, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon
Quasi-Newton policy gradient algorithms. CoRR (2021)
Haoya Li, Lexing Ying
A semigroup method for high dimensional elliptic PDEs and eigenvalue problems based on neural networks. CoRR (2021)
Haoya Li, Yuehaw Khoo, Yinuo Ren, Lexing Ying
A semigroup method for high dimensional committor functions based on neural network. MSML (2021)
Haoya Li, Yuwei Fan, Lexing Ying
A Simple Multiscale Method for Mean Field Games. CoRR (2020)
Haoya Li, Yuehaw Khoo, Yinuo Ren, Lexing Ying
Solving for high dimensional committor functions using neural network with online approximation to derivatives. CoRR (2020)