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Human-Like Trajectories Generation via Receding Horizon Tracking Applied to the TickTacking Interface

Human-Like Trajectories Generation via Receding Horizon Tracking Applied to the TickTacking Interface

来源:Arxiv_logoArxiv
英文摘要

TickTacking is a rhythm-based interface that allows users to control a pointer in a two-dimensional space through dual-button tapping. This paper investigates the generation of human-like trajectories using a receding horizon approach applied to the TickTacking interface in a target-tracking task. By analyzing user-generated trajectories, we identify key human behavioral features and incorporate them in a controller that mimics these behaviors. The performance of this human-inspired controller is evaluated against a baseline optimal-control-based agent, demonstrating the importance of specific control features for achieving human-like interaction. These findings contribute to the broader goal of developing rhythm-based human-machine interfaces by offering design insights that enhance user performance, improve intuitiveness, and reduce interaction frustration

Daniele Masti、Stefano Menchetti、Çağrı Erdem、Giorgio Gnecco、Davide Rocchesso

自动化基础理论计算技术、计算机技术

Daniele Masti,Stefano Menchetti,Çağrı Erdem,Giorgio Gnecco,Davide Rocchesso.Human-Like Trajectories Generation via Receding Horizon Tracking Applied to the TickTacking Interface[EB/OL].(2025-07-17)[2025-08-18].https://arxiv.org/abs/2507.13528.点此复制

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