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Insup Lee — most-cited papers & profile · Reinforcement Learning
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·
overview
Insup Lee
13
papers ·
11
citations
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
Effective Reinforcement Learning for Reasoning in Language Models
2025
Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates
2022
Top co-authors
Osbert Bastani
· 3
Sagnik Anupam
· 2
Shuo Li
· 2
Daniel Kroening
· 1
Edgar Dobriban
· 1
Fanxin Kong
· 1
Kaustubh Sridhar
· 1
Mengyu Liu
· 1
Xin Chen
· 1
Yiannis Kantaros
· 1
Topics
Model-Based RL
Safe RL
Policy Gradient
cs.LG
RLHF & Alignment
Value-Based
Exploration
Meta-RL