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Author

Janika Leoste

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Review Open access Jul 2026

Enabling Autonomous Vehicles: Gaps in Research and Education Infrastructure

This paper surveys the current state of the AV research ecosystem, including hardware platforms, autonomy software stacks, datasets, simulation environments, digital twins, testing and validation frameworks, and educational programs, and provides a framework for evaluating AV research and educational infrastructure whi...

Rahul Razdan, Dmitri Mironov, Janika Leoste et al. · 0 citations
Open access Jul 2026

A Conceptual Model of Hybrid Intelligent Assessment Systems for Higher Education

While both groups demonstrate a broadly positive orientation toward AI, students approach AI primarily as an efficiency-driven learning tool, whereas academic staff emphasize pedagogical control, ethical considerations, and responsible use, exposing a critical gap between rapid AI adoption and insufficient pedagogical...

S. Rakić, Janika Leoste, Einar Kivisalu et al. · 0 citations
Jul 2026

Student Evaluation of Repeated AI Feedback Across a Semester of Writing

Analysis of reflective essay-feedback-appraisal instances from 283 Estonian bachelor students across one semester contributes descriptive classroom evidence on integration of AI feedback - a fast and scalable way to provide immediate writing advice, but not a self-contained route to better reflection.

Andres Karjus, Janika Leoste, Tiia Õun · 0 citations

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