Davide Corsi
Postdoctoral Research Associate
📍 Irvine, CA, USA
I am a Postdoctoral Researcher at University of California: Irvine, in the Intelligent Dynamics Lab under the supervision of Prof. Roy Fox. Previously, I worked as a visiting researcher under the supervision of Prof. Guy Katz at the Hebrew University of Jerusalem. I obtained my PhD at the University of Verona advised by Prof. Alessandro Farinelli.
My research interests centers on advancing Deep Reinforcement Learning (DRL) for robotics, with a focus on creating safe and reliable systems in critical settings. I tackle this from two sides: safe training through constrained reinforcement learning and validation with formal verification of neural networks. Lately, I’ve also been diving into model-based RL and world modeling —- working toward systems that can not only react but also predict what’s next. Merging theory with real-world robotic challenges is key to my approach, aiming to push boundaries in practical, forward-looking AI. For more information on my research activity, you can visit the publications page.
Places (📍) :- 🇺🇸 University of California: Irvine, United States
- 🇮🇱 The Hebrew University of Jerusalem, Israel
- 🇮🇹 University of Verona, Italy
News 📢
2024 |
September
|
---|---|
2023 |
July
|
2022 |
September
|
2021 |
June
|
Selected publications 📚
-
RLCIn The 1st Reinforcement Learning Conference, 2024
-
TACASIn Tools and Algorithms for the Construction and Analysis of Systems, 2023
-
IROSIn IEEE International Conference on Intelligent Robots and Systems, 2021
-
UAIIn The 37th Conference on Uncertainty in Artificial Intelligence, 2021