Search Results for author: Raphael Trumpp

Found 3 papers, 1 papers with code

Residual Policy Learning for Vehicle Control of Autonomous Racing Cars

1 code implementation14 Feb 2023 Raphael Trumpp, Denis Hoornaert, Marco Caccamo

We propose a residual vehicle controller for autonomous racing cars that learns to amend a classical controller for the path-following of racing lines.

Learning to Generate All Feasible Actions

no code implementations26 Jan 2023 Mirco Theile, Daniele Bernardini, Raphael Trumpp, Cristina Piazza, Marco Caccamo, Alberto L. Sangiovanni-Vincentelli

Several machine learning (ML) applications are characterized by searching for an optimal solution to a complex task.

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