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Effective evaluation of autonomous taxi fleets

Abstract : With the advent of autonomous vehicles, self-management of taxis fleet becomes an important issue for the automotive industry. Designing strategies for taxis turns out to be a difficult task due to a large number of parameters and metrics involved. Performance evaluation of these strategies is also a complex problem since effectiveness in some configurations may become inefficiency in others. After formalizing this problem we propose several strategies based on swarm-computing techniques. Finally, we show that metric unification is necessary and that only a multi-criterion approach illustrated by an economic analysis allows a comparison. We conclude with a description of the simulator implemented and some examples showing the measurements made with the proposed strategies.
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Submitted on : Thursday, November 5, 2020 - 2:44:12 PM
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  • HAL Id : hal-02143005, version 1


Philippe Mathieu, Antoine Nongaillard. Effective evaluation of autonomous taxi fleets. ICAART 2018 - 10th International Conference on Agents and Artificial Intelligence, Jan 2018, Funchal, Portugal. ⟨hal-02143005⟩



Les métriques sont temporairement indisponibles