Sahika Genc

According to our database, Sahika Genc authored at least 29 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Unleashing the Power of LLMs as Multi-Modal Encoders for Text and Graph-Structured Data.

Jiacheng Lin, Kun Qian, Haoyu Han, Nurendra Choudhary, Tianxin Wei, Zhongruo Wang, Sahika Genc, Edward W. Huang, Sheng Wang, Karthik Subbian, Danai Koutra, Jimeng Sun

CoRR, 2024

2022

Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing.

Jonathan Francis, Bingqing Chen, Siddha Ganju, Sidharth Kathpal, Jyotish Poonganam, Ayush Shivani, Vrushank Vyas, Sahika Genc, Ivan Zhukov, Max Kumskoy, Anirudh Koul, Jean Oh, Eric Nyberg

CoRR, 2022

2021

Distributed Multi-Agent Deep Reinforcement Learning Framework for Whole-building HVAC Control.

Vinay Hanumaiah, Sahika Genc

CoRR, 2021

REPAINT: Knowledge Transfer in Deep Reinforcement Learning.

Yunzhe Tao, Sahika Genc, Jonathan Chung, Tao Sun, Sunil Mallya

Proceedings of the 38th International Conference on Machine Learning, 2021

Gated Transformer for Decoding Human Brain EEG Signals.

Yunzhe Tao, Tao Sun, Aashiq Muhamed, Sahika Genc, Dylan Jackson, Ali Arsanjani, Suri Yaddanapudi, Liang Li, Prachi Kumar

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

REPAINT: Knowledge Transfer in Deep Actor-Critic Reinforcement Learning.

Yunzhe Tao, Sahika Genc, Tao Sun, Sunil Mallya

CoRR, 2020

Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks.

Sahika Genc, Sunil Mallya, Sravan Bodapati, Tao Sun, Yunzhe Tao

CoRR, 2020

Robust Multi-Agent Reinforcement Learning with Model Uncertainty.

Kaiqing Zhang, Tao Sun, Yunzhe Tao, Sahika Genc, Sunil Mallya, Tamer Basar

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark.

Sharada P. Mohanty, Jyotish Poonganam, Adrien Gaidon, Andrey Kolobov, Blake Wulfe, Dipam Chakraborty, Grazvydas Semetulskis, João Schapke, Jonas Kubilius, Jurgis Pasukonis, Linas Klimas, Matthew J. Hausknecht, Patrick MacAlpine, Quang Nhat Tran, Thomas Tumiel, Xiaocheng Tang, Xinwei Chen, Christopher Hesse, Jacob Hilton, William Hebgen Guss, Sahika Genc, John Schulman, Karl Cobbe

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

DeepRacer: Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning.

Bharathan Balaji, Sunil Mallya, Sahika Genc, Saurabh Gupta, Leo Dirac, Vineet Khare, Gourav Roy, Tao Sun, Yunzhe Tao, Brian Townsend, Eddie Calleja, Sunil Muralidhara, Dhanasekar Karuppasamy

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019

SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability.

Sunil Mallya, J. Marc Overhage, Sravan Bodapati, Navneet Srivastava, Sahika Genc

CoRR, 2019

DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning.

Bharathan Balaji, Sunil Mallya, Sahika Genc, Saurabh Gupta, Leo Dirac, Vineet Khare, Gourav Roy, Tao Sun, Yunzhe Tao, Brian Townsend, Eddie Calleja, Sunil Muralidhara, Dhanasekar Karuppasamy

CoRR, 2019

2017

Parametric system identification using deep convolutional neural networks.

Sahika Genc

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2015

Cloud-based model predictive building thermostatic controls of commercial buildings: Algorithm and implementation.

Emrah Biyik, James D. Brooks, Hullas Sehgal, Jigar Shah, Sahika Genc

Proceedings of the American Control Conference, 2015

Biomedical Signal Analysis.

Abhijit Patil, Rajesh Langoju, Suresh Joel, Bhushan D. Patil, Sahika Genc

Proceedings of the Healthcare Data Analytics., 2015

2014

An early respiratory distress detection method with Markov models.

Hariharan Ravishankar, Aditya Saha, Gokul Swamy, Sahika Genc

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Hemodynamic-impact-based prioritization of ventricular tachycardia alarms.

Kalpit Desai, Michael Lexa, Brett Matthews, Sahika Genc

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Prediction of mortality from respiratory distress among long-term mechanically ventilated patients.

Gregory Boverman, Sahika Genc

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Distributed estimation of lumped parameters of multi-zone small-middle size commercial buildings with minimal observations & implementation.

Sahika Genc, Hullas Sehgal

Proceedings of the 2014 IEEE Conference on Control Applications, 2014

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 Biyik, Sahika Genc, James D. Brooks

Proceedings of the 2014 IEEE Conference on Control Applications, 2014

2011

Gait characterization via pulse-Doppler radar.

Tarik Yardibi, Paul Cuddihy, Sahika Genc, Corey Bufi, Marjorie Skubic, Marilyn Rantz, Liang Liu, Calvin E. Phillips

Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Continuous remote vital sign/environment monitoring for returning soldier adjustment assessment.

Sahika Genc, Daniel J. Cleary, Tarik Yardibi, Joseph C. Wood, Max E. Stachura, Elena V. Astapova

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Prediction of mean arterial blood pressure with linear stochastic models.

Sahika Genc

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A coordinated optimization approach to Volt/VAr control for large power distribution networks.

Michael J. Krok, Sahika Genc

Proceedings of the American Control Conference, 2011

2009

Predictability of event occurrences in partially-observed discrete-event systems.

Sahika Genc, Stéphane Lafortune

Autom., 2009

2007

Distributed Diagnosis of Place-Bordered Petri Nets.

Sahika Genc, Stéphane Lafortune

IEEE Trans Autom. Sci. Eng., 2007

2006

On diagnosis and predictability of partially-observed discrete -event systems.

Sahika Genc

PhD thesis, 2006

Diagnosis of Patterns in Partially-Observed Discrete-Event Systems.

Sahika Genc, Stéphane Lafortune

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2003

Distributed Diagnosis of Discrete-Event Systems Using Petri Nets.

Sahika Genc, Stéphane Lafortune

Proceedings of the Applications and Theory of Petri Nets 2003, 2003