α
Research
Alpha Leak
Conferences
Topics
Top Authors
Rankings
Browse All
EN
中
Home
/
Authors
/
Qiaomin Xie
Qiaomin Xie
15
papers
205
total citations
papers (15)
Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret
NEURIPS 2020
arXiv
74
citations
Dynamic Regret of Policy Optimization in Non-Stationary Environments
NEURIPS 2020
arXiv
64
citations
Optimal Attack and Defense for Reinforcement Learning
AAAI 2024
arXiv
17
citations
POLY-HOOT: Monte-Carlo Planning in Continuous Space MDPs with Non-Asymptotic Analysis
NEURIPS 2020
arXiv
14
citations
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption
NEURIPS 2023
arXiv
10
citations
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
NEURIPS 2023
arXiv
8
citations
Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference
AAAI 2024
arXiv
4
citations
Roping in Uncertainty: Robustness and Regularization in Markov Games
ICML 2024
arXiv
4
citations
Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces
ICML 2024
arXiv
3
citations
Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value
ICML 2024
arXiv
3
citations
Exact Policy Recovery in Offline RL with Both Heavy-Tailed Rewards and Data Corruption
AAAI 2024
2
citations
Stable Offline Value Function Learning with Bisimulation-based Representations
ICML 2025
arXiv
1
citations
Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent
AAAI 2025
arXiv
1
citations
Data Poisoning to Fake a Nash Equilibria for Markov Games
AAAI 2024
0
citations
Contextual Online Pricing with (Biased) Offline Data
NEURIPS 2025
arXiv
0
citations