Publications FIS

2024

• A platform-agnostic deep reinforcement learning framework for effective Sim2Real transfer towards autonomous drivingLi, D. & Okhrin, O., Dec 2024, In: Communications Engineering. 3, 1, 147Electronic (full-text) versionResearch output: Contribution to journal > Research article
• The causal impact of a business cycle shock on road crashes and its determinants - a synthetic control group analysisStraßgütl, L. & Hirte, G., Dec 2024, In: Journal of Safety Research. 91 (2024), p. 108-119, 12 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Data-driven determination of plant growth stages for improved weather index insurance designZou, J., Odening, M. & Okhrin, O., 26 Nov 2024, In: Agricultural Finance Review. 84, 4-5, p. 297-319, 23 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• An open-source framework for data-driven trajectory extraction from AIS data—The α-methodPaulig, N. & Okhrin, O., 15 Nov 2024, In: Ocean engineering. 312, 119092Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Addressing maximization bias in reinforcement learning with two-sample testingWaltz, M. & Okhrin, O., Nov 2024, In: Artificial intelligence. 336, 104204Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Two-step dynamic obstacle avoidanceHart, F., Waltz, M. & Okhrin, O., 25 Oct 2024, In: Knowledge-based systems. 302, 112402Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A commentary on „The economic cost of a 130 kph speed limit in Germany“Eisenkopf, A., Knorr, A., Obermeyer, A. & Tscharaktschiew, S., Oct 2024, In: Ecological Economics. 224, 108305Electronic (full-text) versionResearch output: Contribution to journal > Comment/Debate
• Self-organized free-flight arrival for urban air mobilityWaltz, M., Okhrin, O. & Schultz, M., Oct 2024, In: Transportation Research Part C: Emerging Technologies. 167, 104806Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Physical Layer Security: Learning-Aided Attack Detection based on 5G NR SRSNinnemann, J., Rauschert, F., Schwarzbach, P., Kerschke, P. & Michler, O., 30 Sep 2024, 2024 IEEE Conference on Communications and Network Security (CNS). p. 1-6Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal OptimizationRodriguez-Fernandez, A. E., Schäpermeier, L., Hernández, C., Kerschke, P., Trautmann, H. & Schütze, O., 11 Sep 2024, In: IEEE transactions on evolutionary computation : a publication of the IEEE Neural Networks CouncilElectronic (full-text) versionResearch output: Contribution to journal > Research article