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Yingru Li
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2020 – today
- 2024
- [c5]Yingru Li, Zhi-Quan Luo:
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation. AISTATS 2024: 559-567 - [c4]Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo:
Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent. ICML 2024 - [c3]Liangqi Liu, Wenqiang Pu, Yingru Li, Bo Jiu, Zhi-Quan Luo:
Radar Anti-Jamming Strategy Learning via Domain-Knowledge Enhanced Online Convex Optimization. SAM 2024: 1-5 - [i7]Yingru Li, Liangqi Liu, Wenqiang Pu, Hao Liang, Zhi-Quan Luo:
Optimistic Thompson Sampling for No-Regret Learning in Unknown Games. CoRR abs/2402.09456 (2024) - [i6]Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo:
HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments. CoRR abs/2402.10228 (2024) - [i5]Yingru Li:
Simple, unified analysis of Johnson-Lindenstrauss with applications. CoRR abs/2402.10232 (2024) - [i4]Yingru Li:
Probability Tools for Sequential Random Projection. CoRR abs/2402.14026 (2024) - [i3]Yingru Li, Zhi-Quan Luo:
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation. CoRR abs/2403.11175 (2024) - [i2]Yingru Li, Jiawei Xu, Zhi-Quan Luo:
Adaptive Foundation Models for Online Decisions: HyperAgent with Fast Incremental Uncertainty Estimation. CoRR abs/2407.13195 (2024) - 2022
- [c2]Ziniu Li, Yingru Li, Yushun Zhang, Tong Zhang, Zhi-Quan Luo:
HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning. ICLR 2022 - 2020
- [j3]Dapeng Li, Yingru Li, Quynh C. Nguyen, Laura K. Siebeneck:
A Study on the GIS Professional (GISP) Certification Program in the U.S. ISPRS Int. J. Geo Inf. 9(9): 523 (2020)
2010 – 2019
- 2019
- [c1]Qing Wang, Yingru Li, Jiechao Xiong, Tong Zhang:
Divergence-Augmented Policy Optimization. NeurIPS 2019: 6097-6108 - 2018
- [j2]Kun He, Yingru Li, Sucheta Soundarajan, John E. Hopcroft:
Hidden community detection in social networks. Inf. Sci. 425: 92-106 (2018) - 2017
- [i1]Kun He, Yingru Li, Sucheta Soundarajan, John E. Hopcroft:
Hidden Community Detection in Social Networks. CoRR abs/1702.07462 (2017) - 2014
- [j1]Xiannian Chen, Xinyue Ye, Michael C. Carroll, Yingru Li:
Online Flood Information System: REST-Based Web Service. Int. J. Appl. Geospat. Res. 5(2): 1-10 (2014)
Coauthor Index
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