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Davide Corsi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Davide Corsi
16
papers ·
64
citations ·
10
h-index
University of California, Irvine
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Benchmarking Safe Deep Reinforcement Learning in Aquatic Navigation
2021 · 14 citations
Verifying Learning-Based Robotic Navigation Systems
2022 · 4 citations
Constrained Reinforcement Learning for Robotics via Scenario-Based Programming
2022 · 4 citations
Evaluating the Safety of Deep Reinforcement Learning Models using Semi-Formal Verification
2020 · 2 citations
Aquatic Navigation: A Challenging Benchmark for Deep Reinforcement Learning
2024 · 2 citations
Verification-Guided Shielding for Deep Reinforcement Learning
2024 · 2 citations
Model-Based Reinforcement Learning under Random Observation Delays
2025
Adapting World Models with Latent-State Dynamics Residuals
2025
Analyzing Adversarial Inputs in Deep Reinforcement Learning
2024
Realizable Continuous-Space Shields for Safe Reinforcement Learning
2024
Top co-authors
Alessandro Farinelli
· 6
Guy Amir
· 4
Guy Katz
· 4
Roy Fox
· 4
Jb Lanier
· 3
Kyungmin Kim
· 3
Andoni Rodriguez
· 2
Armin Karamzade
· 2
Cesar Sanchez
· 2
David Harel
· 2
Enrico Marchesini
· 2
Raz Yerushalmi
· 2
Topics
Safe RL
Model-Based RL
Policy Gradient
cs.LG
cs.AI
Value-Based
Exploration
Multi-Agent