Dr.-Ing. Nicole Merkle

Dr.-Ing. Nicole Merkle

  • Karlsruhe Institute of Technology (KIT)
    Institute for Automation and Applied Informatics (IAI)
    Hermann-von-Helmholtz-Platz 1
    76344 Eggenstein-Leopoldshafen
    Fax: +49 721 608 22602
    Building-No.: 445 / 449 / 668

Publications


2024
Context-aware composition of agent policies by Markov decision process entity embeddings and agent ensembles
Merkle, N.; Mikut, R.
2024. Semantic Web, 15 (4), 1443–1471. doi:10.3233/SW-233531
A Domain-Independent Agent Framework for Modelling, Simulating and Solving Tasks in Internet of Things (IoT) Systems. PhD dissertation
Merkle, N. N.
2024, March 4. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000168276
AutoGenHR: Automated Generation of Health Reports for Patients at Home
Merkle, N.
2024. 20th International Conference on Semantic Systems (2024), Amsterdam, Netherlands, September 17–19, 2024
2019
Cooperative Web Agents by Combining Semantic Technologies with Reinforcement Learning
Merkle, N.; Philipp, P.
2019. Proceedings of the 10th International Conference on Knowledge Capture, 205–212, Association for Computing Machinery (ACM). doi:10.1145/3360901.3364417
2018
A Semantic Use Case Simulation Framework for Training Machine Learning Algorithms
Merkle, N.; Zander, S.; Simko, V.
2018. Knowledge Engineering and Knowledge Management : 21st International Conference, EKAW 2018, Nancy, France, November 12-16, 2018, Proceedings. Ed.: C.F. Zucker, 243–257, Springer Nature. doi:10.1007/978-3-030-03667-6_16
2017
Utilizing IoT devices for monitoring and adjusting clinical pathway exercises
Merkle, N.; Zander, S.
2017. 2nd Workshop on Semantic Web Technologies for the Internet of Things, Vienna, Austria, 21st October 2017, RWTH Aachen
2016
Enhancing the Utilization of IoT Devices Using Ontological Semantics and Reasoning
Zander, S.; Merkle, N.; Frank, M.
2016. Procedia computer science, 98, 87–90. doi:10.1016/j.procs.2016.09.015