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Qiaomin Xie
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Publications
- 2024
- [c23]Dongyan Lucy Huo, Yudong Chen, Qiaomin Xie:
Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference. AAAI 2024: 20447-20455 - [i29]Yige Hong, Qiaomin Xie, Yudong Chen, Weina Wang:
Unichain and Aperiodicity are Sufficient for Asymptotic Optimality of Average-Reward Restless Bandits. CoRR abs/2402.05689 (2024) - 2023
- [j10]Qiaomin Xie, Yudong Chen, Zhaoran Wang, Zhuoran Yang:
Learning Zero-Sum Simultaneous-Move Markov Games Using Function Approximation and Correlated Equilibrium. Math. Oper. Res. 48(1): 433-462 (2023) - [c19]Yige Hong, Qiaomin Xie, Yudong Chen, Weina Wang:
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption. NeurIPS 2023 - [c17]Dongyan Lucy Huo, Yudong Chen, Qiaomin Xie:
Bias and Extrapolation in Markovian Linear Stochastic Approximation with Constant Stepsizes. SIGMETRICS (Abstracts) 2023: 81-82 - [i27]Yige Hong, Qiaomin Xie, Yudong Chen, Weina Wang:
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption. CoRR abs/2306.00196 (2023) - [i26]Brahma S. Pavse, Yudong Chen, Qiaomin Xie, Josiah P. Hanna:
Tackling Unbounded State Spaces in Continuing Task Reinforcement Learning. CoRR abs/2306.01896 (2023) - [i23]Emmanouil V. Vlatakis-Gkaragkounis, Angeliki Giannou, Yudong Chen, Qiaomin Xie:
Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements. CoRR abs/2306.16502 (2023) - [i22]Jeremy McMahan, Young Wu, Yudong Chen, Xiaojin Zhu, Qiaomin Xie:
VISER: A Tractable Solution Concept for Games with Information Asymmetry. CoRR abs/2307.09652 (2023) - [i19]Young Wu, Jeremy McMahan, Yiding Chen, Yudong Chen, Xiaojin Zhu, Qiaomin Xie:
Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value. CoRR abs/2311.00582 (2023) - [i17]Dongyan Huo, Yudong Chen, Qiaomin Xie:
Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference. CoRR abs/2312.10894 (2023) - 2022
- [i14]Dongyan Huo, Yudong Chen, Qiaomin Xie:
Bias and Extrapolation in Markovian Linear Stochastic Approximation with Constant Stepsizes. CoRR abs/2210.00953 (2022) - 2020
- [c14]Qiaomin Xie, Yudong Chen, Zhaoran Wang, Zhuoran Yang:
Learning Zero-Sum Simultaneous-Move Markov Games Using Function Approximation and Correlated Equilibrium. COLT 2020: 3674-3682 - [c11]Yingjie Fei, Zhuoran Yang, Yudong Chen, Zhaoran Wang, Qiaomin Xie:
Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret. NeurIPS 2020 - [i13]Qiaomin Xie, Yudong Chen, Zhaoran Wang, Zhuoran Yang:
Learning Zero-Sum Simultaneous-Move Markov Games Using Function Approximation and Correlated Equilibrium. CoRR abs/2002.07066 (2020) - [i9]Yingjie Fei, Zhuoran Yang, Yudong Chen, Zhaoran Wang, Qiaomin Xie:
Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret. CoRR abs/2006.13827 (2020)
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