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Odd Erik Gundersen

4 accepted papers

2025

The Unreasonable Effectiveness of Open Science in AI: A Replication Study

AAAI 2025technical

A reproducibility crisis has been reported in science, but the extent to which it affects AI research is not yet fully understood. Therefore, we performed a systematic replication study including 30 highly cited AI studies relying on original materials when available. In the end, eight articles were…

Cited by 1SourcePDFScholar
2024

A Virtual Driving Instructor That Generates Personalized Driving Lessons Based on Student Skill Level

AAAI 2024technical

Currently, students acquire driving skills by practicing in actual traffic conditions and through direct interactions with an instructor. While one-on-one interactions could be tailored to a student’s learning style and skill level, making them effective for learning, one-on-one interactions are als…

Cited by 1SourcePDFScholar
2024

The Virtual Driving Instructor: Multi-Agent System Collaborating via Knowledge Graph for Scalable Driver Education

AAAI 2024technical

This paper introduces the design, development, and deployment of a Virtual Driving Instructor (VDI) for enhanced driver education. The VDI provides personalized, real-time feedback to students in a driving simulator, addressing some of the limitations of traditional driver instruction. Employing a…

Cited by 5SourcePDFScholar
2023

A Robust and Scalable Stacked Ensemble for Day-Ahead Forecasting of Distribution Network Losses

AAAI 2023technical

Accurate day-ahead nominations of grid losses in electrical distribution networks are important to reduce the societal cost of these losses. We present a modification of the CatBoost ensemble-based system for day-ahead grid loss prediction detailed in Dalal et al. (2020), making four main changes. B…

Cited by 1SourcePDFScholar