Predrag Klasnja
- Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity
2019/09/08 by Peng Liao, Kristjan Greenewald, Liao, Peng +5 · 11 citations
Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Green IT and Sustainability #Smart Grid Energy Management
- Optimizing Digital Integrated Care via Micro‐Randomized Trials
2018/03/31 by Ashley Walton, Inbal Nahum‐Shani, Lori E. Crosby +4 · 27 citations
Psychology · Health Professions · Social Sciences · #Digital Mental Health Interventions #Mobile Health and mHealth Applications #Technology Use by Older Adults
- Off-Policy Estimation of Long-Term Average Outcomes With Applications to Mobile Health
2019/12/30 by Peng Liao, Liao, Peng, Predrag Klasnja +3 · 4 citations
Engineering · Health Professions · Psychology · #Behavioral Health and Interventions #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Health and mHealth Applications #Statistics Theory (math.ST) #Transportation and Mobility Innovations
- Doubly robust nearest neighbors in factor models
2022/11/25 by Raaz Dwivedi, Dwivedi, Raaz, Katherine Tian +9 · 2 citations
Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making
- Harnessing Causality in Reinforcement Learning With Bagged Decision Times
2024/10/18 by Daiqi Gao, Gao, Daiqi, Hsin-Yu Lai +5 · 2 citations
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics