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Predrag Klasnja — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Predrag Klasnja
7
papers ·
44
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity
2019 · 23 citations
Batch Policy Learning in Average Reward Markov Decision Processes
2020 · 15 citations
Rapidly Personalizing Mobile Health Treatment Policies with Limited Data
2020 · 4 citations
Active Measuring in Reinforcement Learning With Delayed Negative Effects
2025 · 1 citations
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling
2023 · 1 citations
Harnessing Causality in Reinforcement Learning With Bagged Decision Times
2024
Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions
2023
Top co-authors
Peng Liao
· 4
Susan Murphy
· 4
Daiqi Gao
· 2
Susan A. Murphy
· 2
and Susan A. Murphy
· 1
Aseel Rawashdeh
· 1
Benjamin M. Marlin
· 1
Hsin-Yu Lai
· 1
Karine Karine
· 1
Kelly Zhang
· 1
Kristjan Greenewald
· 1
Prasidh Chhabria
· 1
Topics
Model-Based RL
Policy Gradient
Offline RL
Value-Based
Meta-RL
Safe RL
cs.LG
stat.ML