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Lucas Janson — most-cited papers & profile · Reinforcement Learning
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overview
Lucas Janson
17
papers ·
16
citations
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Most-cited papers
Statistical Inference After Adaptive Sampling For Longitudinal Data
2022 · 3 citations
Exact Asymptotics for Linear Quadratic Adaptive Control
2020 · 1 citations
The Role of Tactile Sensing in Learning and Deploying Grasp Refinement Algorithms
2021 · 1 citations
Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
2024 · 1 citations
Bernstein-von Mises for Adaptively Collected Data
2025
Foundations of Safe Online Reinforcement Learning in the Linear Quadratic Regulator: $\sqrtT$-Regret
2025
Rate-matching the regret lower-bound in the linear quadratic regulator with unknown dynamics
2022
Foundations of Safe Online Reinforcement Learning in the Linear Quadratic Regulator: Generalized Baselines
2024
Top co-authors
Benjamin F. Schiffer
· 2
Feicheng Wang
· 2
Alexander Koenig
· 1
Aparna Taneja
· 1
Biyonka Liang
· 1
Kelly W. Zhang
· 1
Kevin Du
· 1
Lily Xu
· 1
Milind Tambe
· 1
Robert Howe
· 1
Susan A. Murphy
· 1
Yash Nair
· 1
Topics
Model-Based RL
Safe RL
Exploration
stat.ML
Value-Based
math.ST
stat.TH
econ.EM
stat.ME
Policy Gradient