Qiaomin Xie

10

Papers

8

Total Citations

Papers (10)

Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference

Exact Policy Recovery in Offline RL with Both Heavy-Tailed Rewards and Data Corruption

Stable Offline Value Function Learning with Bisimulation-based Representations

Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent

Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces

Contextual Online Pricing with (Biased) Offline Data

Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value

Optimal Attack and Defense for Reinforcement Learning

Data Poisoning to Fake a Nash Equilibria for Markov Games

Roping in Uncertainty: Robustness and Regularization in Markov Games