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Frank Willems

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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156

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0

Scholarly Papers (3)

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1.

Experimental Demonstration of Time-Efficient Auto-Calibration of a Vehicle Thermal Management System Using Safe Reinforcement Learning

Number of pages: 22 Posted: 09 Sep 2024
Prasoon Garg, Emilia Silvas and Frank Willems
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 102 (694,528)

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Self Learning control, reinforcement learning, Vehicle thermal management, automotive control

2.

Experimental Demonstration of Safe and Automated In-Cylinder Pressure Shaping using Constrained Extremum Seeking

Number of pages: 8 Posted: 18 Nov 2025
Mats Versmissen, Maarten Vlaswinkel and Frank Willems
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 35 (1,263,436)

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Constrained Extremum Seeking, principal component decomposition, control
calibration, dual-fuel engines

3.

Experimental Demonstration of Time-Efficient Auto-Calibration of a Vehicle Thermal Management System using Safe Reinforcement Learning

Number of pages: 8 Posted: 04 Nov 2025
Prasoon Garg, Emilia Silvas and Frank Willems
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 19 (1,459,862)

Abstract:

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Self Learning control, reinforcement learning, Vehicle thermal management, Automotive Control