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Guy Amir — most-cited papers & profile · Reinforcement Learning
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Guy Amir
12
papers ·
31
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Towards Scalable Verification of Deep Reinforcement Learning
2021 · 9 citations
Scenario-Assisted Deep Reinforcement Learning
2022 · 5 citations
Verifying Learning-Based Robotic Navigation Systems
2022 · 4 citations
Constrained Reinforcement Learning for Robotics via Scenario-Based Programming
2022 · 4 citations
Verification-Guided Shielding for Deep Reinforcement Learning
2024 · 2 citations
Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates
2024 · 1 citations
Safe and Reliable Training of Learning-Based Aerospace Controllers
2024 · 1 citations
Analyzing Adversarial Inputs in Deep Reinforcement Learning
2024
Top co-authors
Guy Katz
· 5
Davide Corsi
· 4
Alessandro Farinelli
· 3
David Harel
· 3
Guy Katz
· 3
Raz Yerushalmi
· 3
Baoluo Meng
· 2
Clark Barrett
· 2
Fletcher Lee Newell
· 2
Haoze Wu
· 2
Ieva Daukantas
· 2
Michael Durling
· 2
Topics
Safe RL
Model-Based RL
Value-Based
RLHF & Alignment