Dobbe, Roel

Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning

Dobbe, R., Sondermeijer, O., Fridovich-Keil, D., Arnold, D., Callaway, D., & Tomlin, C. (2020) · IEEE Transactions on Smart Grid

Optimal Power Flow DistributionSmart Grid Energy Management

Cited by 120

Hard choices in artificial intelligence

Dobbe, R., Krendl Gilbert, T., & Mintz, Y. (2021) · Artificial Intelligence

Ethics and Social Impacts of AISafety Systems Engineering in Autonomy

Cited by 65

Helpful, harmless, honest? Sociotechnical limits of AI alignment and safety through Reinforcement Learning from Human Feedback

Dahlgren Lindström, A., Methnani, L., Krause, L., Ericson, P., de Rituerto de Troya, Í. M., Coelho Mollo, D., & Dobbe, R. (2025) · Ethics and Information Technology

Ethics and Social Impacts of AISafety Systems Engineering in Autonomy

Cited by 54

Learning to Control in Power Systems: Design and Analysis Guidelines for Concrete Safety Problems

Dobbe, R., Hidalgo-Gonzalez, P., Karagiannopoulos, S., Henriquez-Auba, R., Hug, G., Callaway, D. S., & Tomlin, C. J. (2020) · Electric Power Systems Research

Smart Grid Security and ResilienceSmart Grid and Power Systems

Cited by 31

Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context

Dobbe, R., & Wolters, A. (2024) · Minds and Machines

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 25

Data-driven Control Design Schemes in Active Distribution Grids: Capabilities and Challenges

Karagiannopoulos, S., Dobbe, R., Aristidou, P., Callaway, D., & Hug, G. (2019) · 2019 IEEE Milan PowerTech

Optimal Power Flow DistributionMicrogrid Control and Optimization

Cited by 24

System Safety and Artificial Intelligence

Dobbe, R. I. J. (2022) · The Oxford Handbook of AI Governance

Safety Systems Engineering in AutonomyEthics and Social Impacts of AI

Cited by 12

Diagnosing and Addressing Emergent Harms in the Design Process of Public AI and Algorithmic Systems

Nouws, S., Martinez De Rituerto De Troya, Í., Dobbe, R., & Janssen, M. (2023) · Proceedings of the 24th Annual International Conference on Digital Government Research

Ethics and Social Impacts of AIE-Government and Public Services

Cited by 4

The Rule of Law for Artificial Intelligence in Public Administration: A System Safety Perspective

Nouws, S., & Dobbe, R. (2024) · Information Technology and Law Series

Ethics and Social Impacts of AIDigitalization, Law, and Regulation

Cited by 3

From Silos to Systems: Process-Oriented Hazard Analysis for AI Systems

Rismani, S., Dobbe, R., & Moon, A. (2024) · arXiv

Ethics and Social Impacts of AISafety Systems Engineering in Autonomy

Cited by 2

Understanding the Affordances and Constraints of Explainable AI in Safety-Critical Contexts: A Case Study in Dutch Social Welfare

Buszydlik, A., Altmeyer, P., Dobbe, R., & Liem, C. C. S. (2026) · Lecture Notes in Computer Science

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 2