Heterogeneous Sensor Placement under Uncertainty
Posts by Collection
portfolio
publications
Probabilistic Blind Identification Of Soil-Structure Systems Using Extended Kalman Filter
Published in 11NCEE, 2018
This paper is from my masters work
Recommended citation: Jabini, A., M. Mahsuli, and S. F. Ghahari. "PROBABILISTIC BLIND IDENTIFICATION OF SOIL-STRUCTURE SYSTEMS USING EXTENDED KALMAN FILTER." https://www.semanticscholar.org/paper/PROBABILISTIC-BLIND-IDENTIFICATION-OF-SYSTEMS-USING-Jabini-Mahsuli/ba1d28f8bf9fe279f89e54cc16a26e96a8c46c85
A Deep Reinforcement Learning Approach to Sensor Placement under Uncertainty
Published in Proceedings of the 9th IFAC Symposium on Mechatronic Systems, MECHATRONICS 2022, Los Angeles, California, 2022
Recommended citation: Jabini, A., & Johnson, E. A. (2022). A Deep Reinforcement Learning Approach to Sensor Placement under Uncertainty. IFAC-PapersOnLine, 55(27), 178-183. https://www.sciencedirect.com/science/article/pii/S2405896322025617
Measurement Optimization under Uncertainty using Deep Reinforcement Learning
Published in arxiv preprint, 2023
Recommended citation: Jabini, A., & Johnson, E. A. (2023). Measurement Optimization under Uncertainty using Deep Reinforcement Learning. arXiv preprint arXiv:2303.09750. https://arxiv.org/abs/2303.09750
Robustness guarantees via adversarial agent sets, a game theoretic approach [under preparation]
Published in , 2023
Paper under prepration
Heterogeneous sensor placement under uncertainty considering sensor quality [under preparation]
Published in , 2023
Paper under prepration
A probabilistic approach to heterogeneous sensor placement: Algorithm and reward design [under preparation]
Published in , 2023
Paper under prepration
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching Assitant for Dynamics of Structures
Graduate course, University of Southern California, 2019
I was the TA for professor Sami Masri, founding father of World conference for Structural Health Monitoring and Control for the graduate level course of dynamics. I held office hours to help the students with the assignments, project and course materials. Acheived 3.5/4 in student evaluations.
Teaching Assistant for Theory of Structures
Undergraduate course, University of Southern California, 2022
As the TA for lab, I held weekly lab sessions, in which I tought programming with MATLAB to undergraduate engineering students and also structural modeling in SAP 2000.