F. Airaldi

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Dive into the research topics where F. Airaldi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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3 Article
1 Conference article

Reinforcement learning-based model predictive control for greenhouse climate control
Mallick, S., Airaldi, F., Dabiri, A., Sun, C. & De Schutter, B., 2025, In: Smart Agricultural Technology. 10, 12 p., 100751.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
19 Downloads (Pure)
Reinforcement Learning With Model Predictive Control for Highway Ramp Metering
Airaldi, F., Schutter, B. D. & Dabiri, A., 17 Mar 2025, (Accepted/In press) In: IEEE Transactions on Intelligent Transportation Systems.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
Multi-agent reinforcement learning via distributed MPC as a function approximator
Mallick, S., Airaldi, F., Dabiri, A. & De Schutter, B., 2024, In: Automatica. 167, 9 p., 111803.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
9 Downloads (Pure)
Learning safety in model-based Reinforcement Learning using MPC and Gaussian Processes
Airaldi, F., De Schutter, B. & Dabiri, A., 2023, In: IFAC-PapersOnLine. 56, 2, p. 5759-5764 6 p.
Research output: Contribution to journal › Conference article › Scientific › peer-review

Open Access
File
1 Citation (Scopus)

56 Downloads (Pure)

Source code for the publication: Nonmyopic Global Optimisation via Approximate Dynamic Programming
Airaldi, F. (Creator), TU Delft - 4TU.ResearchData, 8 Jan 2025
DOI: 10.4121/45406971-2516-4306-a69f-b2ad68e6eaea
Dataset/Software: Software
Source code for the publication: Reinforcement Learning with Model Predictive Control for Highway Ramp Metering
Airaldi, F. (Creator), TU Delft - 4TU.ResearchData, 12 Dec 2023
DOI: 10.4121/d5074606-82f4-40e9-93cd-cf27f22e501d
Dataset/Software: Software
Source code for the publication: Probabilistically safe and efficient model-based Reinforcement Learning
Airaldi, F. (Creator), TU Delft - 4TU.ResearchData, 7 Apr 2025
DOI: 10.4121/14bd06bf-7168-4791-94e6-a33c4279d466
Dataset/Software: Software

F. Airaldi

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Reinforcement learning-based model predictive control for greenhouse climate control

Reinforcement Learning With Model Predictive Control for Highway Ramp Metering

Multi-agent reinforcement learning via distributed MPC as a function approximator

Learning safety in model-based Reinforcement Learning using MPC and Gaussian Processes

Source code for the publication: Nonmyopic Global Optimisation via Approximate Dynamic Programming

Source code for the publication: Reinforcement Learning with Model Predictive Control for Highway Ramp Metering

Source code for the publication: Probabilistically safe and efficient model-based Reinforcement Learning

F. Airaldi

Fingerprint

Collaborations and top research areas from the last five years

Research output

Reinforcement learning-based model predictive control for greenhouse climate control

Reinforcement Learning With Model Predictive Control for Highway Ramp Metering

Multi-agent reinforcement learning via distributed MPC as a function approximator

Learning safety in model-based Reinforcement Learning using MPC and Gaussian Processes

Datasets

Source code for the publication: Nonmyopic Global Optimisation via Approximate Dynamic Programming

Source code for the publication: Reinforcement Learning with Model Predictive Control for Highway Ramp Metering

Source code for the publication: Probabilistically safe and efficient model-based Reinforcement Learning