Sahika Genc

Most-cited papers

Distributed Diagnosis of Place-Bordered Petri Nets
Sahika Genc, S. Lafortune
2007IEEE Transactions on Automation Science and Engineering166 citations
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Predictability of event occurrences in partially-observed discrete-event systems
Sahika Genc, S. Lafortune
2009at - Automatisierungstechnik150 citations
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Distributed Diagnosis of Discrete-Event Systems Using Petri Nets
Sahika Genc, S. Lafortune
2003ICATPN136 citations
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Robust Multi-Agent Reinforcement Learning with Model Uncertainty
K. Zhang, Tao Sun, Yunzhe Tao, Sahika Genc +2 more
2020Neural Information Processing Systems120 citations
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Biomedical Signal Analysis
Abhijit Patil, Rajesh Langoju, S. Joel, B. Patil +1 more
2015Healthcare Data Analytics84 citations
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Predictability of Sequence Patterns in Discrete Event Systems
Thierry Jéron, H. Marchand, Sahika Genc, S. Lafortune
200882 citations Open access
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DESUMA: A Tool Integrating GIDDES and UMDES
L. Ricker, Stéphane Lafortune, Sahika Genc
2006International Workshop on Discrete Event Systems74 citations
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DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning
Bharathan Balaji, S. Mallya, Sahika Genc, Saurabh Gupta +9 more
2019arXiv.org71 citations
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DeepRacer: Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning
Bharathan Balaji, S. Mallya, Sahika Genc, Saurabh Gupta +9 more
2020IEEE International Conference on Robotics and Automation63 citations
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Gated Transformer for Decoding Human Brain EEG Signals
Yunzhe Tao, Tao Sun, Aashiq Muhamed, Sahika Genc +5 more
2021Annual International Conference of the IEEE Engineering in Medicine and Biology Society47 citations
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Gait characterization via pulse-Doppler radar
T. Yardibi, P. Cuddihy, Sahika Genc, C. Bufi +4 more
20112011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)46 citations
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PREDICTABILITY IN DISCRETE-EVENT SYSTEMS UNDER PARTIAL OBSERVATION 1
Sahika Genc, S. Lafortune
200638 citations Open access
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Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark
S. Mohanty, Jyotish Poonganam, Adrien Gaidon, A. Kolobov +19 more
2021Neural Information Processing Systems37 citations
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REPAINT: Knowledge Transfer in Deep Reinforcement Learning
Yunzhe Tao, Sahika Genc, Jonathan Chung, Tao Sun +1 more
2020International Conference on Machine Learning33 citations
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A DISTRIBUTED ALGORITHM FOR ON-LINE DIAGNOSIS OF PLACE-BORDERED PETRI NETS
Sahika Genc, S. Lafortune
200524 citations Open access
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Parametric system identification using deep convolutional neural networks
Sahika Genc
2017IEEE International Joint Conference on Neural Network22 citations
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Predictability in Discrete-Event Systems Under Partial Observation1
Sahika Genc, S. Lafortune
200716 citations
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Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing
Jonathan M Francis, Bingqing Chen, Siddha Ganju, Sidharth Kathpal +9 more
2022arXiv.org15 citations Open access
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An early respiratory distress detection method with Markov models
Hariharan Ravishankar, A. Saha, G. Swamy, Sahika Genc
2014Annual International Conference of the IEEE Engineering in Medicine and Biology Society12 citations
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Distributed Multi-Agent Deep Reinforcement Learning Framework for Whole-building HVAC Control
Vinay Hanumaiah, Sahika Genc
2021arXiv.org11 citations
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Model predictive building thermostatic controls of small-to-medium commercial buildings for optimal peak load reduction incorporating dynamic human comfort models: Algorithm and implementation
Emrah Bıyık, Sahika Genc, James D. Brooks
2014International Conference on Computability and Complexity in Analysis11 citations
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Look ahead Volt/VAR Control: A comparison of integrated and coordinated methods
Sahika Genc, Murali Baggu
20142014 IEEE PES T&D Conference and Exposition10 citations
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Hemodynamic-impact-based prioritization of ventricular tachycardia alarms
Kalpit V. Desai, Michael A. Lexa, B. Matthews, Sahika Genc
2014Annual International Conference of the IEEE Engineering in Medicine and Biology Society9 citations
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On diagnosis and predictability of partially-observed discrete -event systems
Sahika Genc
20068 citations
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Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks
Sahika Genc, S. Mallya, S. Bodapati, Tao Sun +1 more
2020arXiv.org7 citations
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Using Reinforcement Learning and Simulation to Develop Autonomous Vehicle Control Strategies
Anthony Navarro, Sahika Genc, P. Rangarajan, Rana M. Khalil +3 more
2020SAE technical paper series7 citations
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Prediction of mortality from respiratory distress among long-term mechanically ventilated patients
G. Boverman, Sahika Genc
2014Annual International Conference of the IEEE Engineering in Medicine and Biology Society7 citations
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Prediction of mean arterial blood pressure with linear stochastic models
Sahika Genc
2011Annual International Conference of the IEEE Engineering in Medicine and Biology Society6 citations
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Formal Methods for Intrusion Detection of Windows NT Attacks
Sahika Genc
20086 citations
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Distributed estimation of lumped parameters of multi-zone small-middle size commercial buildings with minimal observations & implementation
Sahika Genc, Hullas Sehgal
2014International Conference on Computability and Complexity in Analysis4 citations
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Continuous remote vital sign/environment monitoring for returning soldier adjustment assessment
Sahika Genc, Daniel J. Cleary, T. Yardibi, J. Wood +2 more
2011Annual International Conference of the IEEE Engineering in Medicine and Biology Society3 citations
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SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability
S. Mallya, J. Overhage, S. Bodapati, Navneet Srivastava +1 more
2019arXiv.org2 citations
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UvA-DARE (Digital Academic Repository) A Deep Reinforcement Learning-Based Approach to Query-Free Interactive Target Item Retrieval
A. Sepliarskaia, Sahika Genc, M. de Rijke
20211 citations
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REPAINT: Knowledge Transfer in Deep Actor-Critic Reinforcement Learning
Yunzhe Tao, Sahika Genc, Tao Sun, S. Mallya
2020arXiv.org1 citations
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Automatic adaptive limit and level management of arrhythmia alarms
Sahika Genc, T. Johnson
20112011 3rd International Workshop on Dependable Control of Discrete Systems0 citations
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Active Probing for Diagnosis of Emergent Faults
T. Johnson, Sahika Genc, S. Bush
20090 citations
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PredictabilityofEventOccurrencesinPartially-Observed Discrete-EventSystems 1
Sahika Genc, S. Lafortune
20080 citations
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