John D. Kelleher

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Ammar N. Abbas

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Publications

2024
[j22]
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Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher:
Hierarchical framework for interpretable and specialized deep reinforcement learning-based predictive maintenance. Data Knowl. Eng. 149: 102240 (2024)
[i34]
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  - journals/corr/abs-2402-13219
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Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonzo Perez, Gabriele Baldissone, Micaela Demichela, Georgios C. Chasparis, John D. Kelleher, Maria Chiara Leva:
Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies. CoRR abs/2402.13219 (2024)
[i30]
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  - journals/corr/abs-2407-02231
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Ammar N. Abbas, Shakra Mehak, Georgios C. Chasparis, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva, Aswin K. Ramasubramanian:
Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach. CoRR abs/2407.02231 (2024)
2023
[i25]
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  - journals/corr/abs-2310-14788
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Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher:
Specialized Deep Residual Policy Safe Reinforcement Learning-Based Controller for Complex and Continuous State-Action Spaces. CoRR abs/2310.14788 (2023)
[i24]
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  - journals/corr/abs-2310-18811
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Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher:
Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning. CoRR abs/2310.18811 (2023)
2022
[c74]
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Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher:
Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines. DaWaK 2022: 133-148
[i22]
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  - journals/corr/abs-2206-13433
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Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher:
Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines. CoRR abs/2206.13433 (2022)

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