Search Results for author: Alessandro Zanardi

Found 4 papers, 2 papers with code

Game-theoretic Energy Management Strategies With Interacting Agents in Formula 1

no code implementations17 May 2024 Giona Fieni, Marc-Philippe Neumann, Alessandro Zanardi, Alberto Cerofolini, Christopher H. Onder

It allows to recognize the boundary conditions for the interaction to become relevant, impacting the system's behavior, and to assess if overtaking is possible and beneficial.

Bilevel Optimization energy management +1

A Counterfactual Safety Margin Perspective on the Scoring of Autonomous Vehicles' Riskiness

1 code implementation2 Aug 2023 Alessandro Zanardi, Andrea Censi, Margherita Atzei, Luigi Di Lillo, Emilio Frazzoli

Autonomous Vehicles (AVs) promise a range of societal advantages, including broader access to mobility, reduced road accidents, and enhanced transportation efficiency.

Autonomous Vehicles counterfactual

Factorization of Multi-Agent Sampling-Based Motion Planning

1 code implementation1 Apr 2023 Alessandro Zanardi, Pietro Zullo, Andrea Censi, Emilio Frazzoli

Although standard Sampling-based Algorithms (SBAs) can be used to search for solutions in the robots' joint space, this approach quickly becomes computationally intractable as the number of agents increases.

Motion Planning

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