Xin Guo
University of California, Berkeley
H-index: 32
North America-United States
Top articles of Xin Guo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Mean-field multiagent reinforcement learning: A decentralized network approach | Mathematics of Operations Research | Haotian Gu Xin Guo Xiaoli Wei Renyuan Xu | 2024/3/13 |
MF-OMO: An optimization formulation of mean-field games | SIAM Journal on Control and Optimization | Xin Guo Anran Hu Junzi Zhang | 2024/2/29 |
Transportation Market Rate Forecast Using Signature Transform | arXiv preprint arXiv:2401.04857 | Haotian Gu Tim Jacobs Philip Kaminsky Xin Guo Xinyu Li | 2024/1/10 |
Ito's formula for flows of conditional measures on semimartingales | arXiv preprint arXiv:2404.11167 | Xin Guo Jiacheng Zhang | 2024/4/17 |
GANs training: A game and stochastic control approach | Mathematical Finance | Xin Guo Othmane Mounjid | 2024/4 |
An -potential game framework for -player games | arXiv preprint arXiv:2403.16962 | Xin Guo Xinyu Li Yufei Zhang | 2024/3/25 |
A general framework for learning mean-field games | Mathematics of Operations Research | Xin Guo Anran Hu Renyuan Xu Junzi Zhang | 2023/5 |
Fast Policy Learning for Linear-Quadratic Control with Entropy Regularization | arXiv preprint arXiv:2311.14168 | Xin Guo Xinyu Li Renyuan Xu | 2023/11 |
Dynamic programming principles for mean-field controls with learning | Operations Research | Haotian Gu Xin Guo Xiaoli Wei Renyuan Xu | 2023/7 |
Feasibility of transfer learning: A mathematical framework | arXiv preprint arXiv:2305.12985 | Haoyang Cao Haotian Gu Xin Guo | 2023/5/22 |
Optimization Framework of Transfer Learning and its Feasibility | Haoyang Cao Haotian Gu Xin Guo | 2023/10/13 | |
Reinforcement learning for linear-convex models with jumps via stability analysis of feedback controls | SIAM Journal on Control and Optimization | Xin Guo Anran Hu Yufei Zhang | 2023/4/30 |
Markov -Potential Games: Equilibrium Approximation and Regret Analysis | arXiv preprint arXiv:2305.12553 | Xin Guo Xinyu Li Chinmay Maheshwari Shankar Sastry Manxi Wu | 2023/5/21 |
Towards an analytical framework for potential games | arXiv preprint arXiv:2310.02259 | Xin Guo Yufei Zhang | 2023/10/3 |
MFGLib: A library for mean-field games | arXiv preprint arXiv:2304.08630 | Xin Guo Anran Hu Matteo Santamaria Mahan Tajrobehkar Junzi Zhang | 2023/4/17 |
Transfer Learning for Portfolio Optimization | arXiv preprint arXiv:2307.13546 | Haoyang Cao Haotian Gu Xin Guo Mathieu Rosenbaum | 2023/7/25 |
Fast Policy Learning for Linear Quadratic Regulator with Entropy Regularization | arXiv preprint arXiv:2311.14168 | Xin Guo Xinyu Li Renyuan Xu | 2023/11/23 |
On Consistency of Signatures Using Lasso | arXiv preprint arXiv:2305.10413 | Xin Guo Ruixun Zhang Chaoyi Zhao | 2023/5/17 |
Feasibility and transferability of transfer learning: A mathematical framework | arXiv preprint arXiv:2301.11542 | Haoyang Cao Haotian Gu Xin Guo Mathieu Rosenbaum | 2023/1/27 |
Itô’s formula for flows of measures on semimartingales | Stochastic Processes and their applications | Xin Guo Huyên Pham Xiaoli Wei | 2023/5/1 |
