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Increasing Interaction Fidelity: Training Routines for Biomechanical Models in HCI

Year: 2025

Type: conference-paper

Abstract: Reduce frameskips Introduce early stoppingRestrict episode lenghts Restrict the action space spatially Initialize joint angles Figure 1: Overview of training routines to improve RL-based biomechanical forward simulations.

Source: ACM Symposium on User Interface Software and Technology (UIST)

DOI: 10.1145/3746058.3758385

Authors: Michał Patryk Miazga, Patrick Ebel

Institutions: Center for Scalable Data Analytics and Artificial Intelligence, Leipzig University

Language: English

Topic: Reinforcement Learning in Robotics

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

OpenAlex ID: W7077910850

FWCI: 5.027

Cites: 15

Cited by: 5

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