Klasnja, Predrag

6 publications

AISTATS 2025 Harnessing Causality in Reinforcement Learning with Bagged Decision Times Daiqi Gao, Hsin-Yu Lai, Predrag Klasnja, Susan Murphy

MLJ 2024 Did We Personalize? Assessing Personalization by an Online Reinforcement Learning Algorithm Using Resampling Susobhan Ghosh, Raphael Kim, Prasidh Chhabria, Raaz Dwivedi, Predrag Klasnja, Peng Liao, Kelly W. Zhang, Susan A. Murphy

JMLR 2024 Effect-Invariant Mechanisms for Policy Generalization Sorawit Saengkyongam, Niklas Pfister, Predrag Klasnja, Susan Murphy, Jonas Peters

UAI 2023 Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-in-Time Adaptive Interventions Karine Karine, Predrag Klasnja, Susan A. Murphy, Benjamin M. Marlin

TMLR 2023 Online Model Selection by Learning How Compositional Kernels Evolve Eura Shin, Predrag Klasnja, Susan Murphy, Finale Doshi-Velez

ICMLW 2019 Intelligent Pooling in Thompson Sampling for Rapid Personalization in Mobile Health Sabina Tomkins, Peng Liao, Serena Yeung, Predrag Klasnja, Susan Murphy