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Insup Lee — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Insup Lee
6
papers ·
11
citations ·
61
h-index
Korea University · California University of Pennsylvania
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees
2019 · 8 citations
Fulfilling Formal Specifications ASAP by Model-free Reinforcement Learning
2023 · 3 citations
RAPID: An Efficient Reinforcement Learning Algorithm for Small Language Models
2025
Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates
2022
Top co-authors
Osbert Bastani
· 2
Alessandro Abate
· 1
Daniel Kroening
· 1
Edgar Dobriban
· 1
Fanxin Kong
· 1
George J. Pappas
· 1
James Weimer
· 1
Julia Parish-Morris
· 1
Kaustubh Sridhar
· 1
Lianghuan Huang
· 1
Mengyu Liu
· 1
Mohammadhosein Hasanbeig
· 1
Topics
Safe RL
Policy Gradient
Model-Based RL
Offline RL
Value-Based
Exploration
Meta-RL