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ORCIDChelsea Sidrane
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2020 – today
- 2024
[i6]Chelsea Sidrane, Jana Tumova:
TTT: A Temporal Refinement Heuristic for Tenuously Tractable Discrete Time Reachability Problems. CoRR abs/2407.14394 (2024)- 2022
- [j1]Chelsea Sidrane, Amir Maleki, Ahmed Irfan, Mykel J. Kochenderfer:
OVERT: An Algorithm for Safety Verification of Neural Network Control Policies for Nonlinear Systems. J. Mach. Learn. Res. 23: 117:1-117:45 (2022) - [i5]Chelsea Sidrane, Sydney M. Katz, Anthony Corso, Mykel J. Kochenderfer:
Verifying Inverse Model Neural Networks. CoRR abs/2202.02429 (2022) - [i4]Nicholas Rober, Sydney M. Katz, Chelsea Sidrane, Esen Yel, Michael Everett, Mykel J. Kochenderfer, Jonathan P. How:
Backward Reachability Analysis of Neural Feedback Loops: Techniques for Linear and Nonlinear Systems. CoRR abs/2209.14076 (2022) - 2021
- [c4]Chelsea Sidrane:
Safety Assurance for Systems with Machine Learning Components. AAAI 2021: 15734-15735 - [i3]Chelsea Sidrane, Amir Maleki, Ahmed Irfan, Mykel J. Kochenderfer:
OVERT: An Algorithm for Safety Verification of Neural Network Control Policies for Nonlinear Systems. CoRR abs/2108.01220 (2021) - 2020
- [c3]Taylor T. Johnson, Diego Manzanas Lopez, Patrick Musau, Hoang-Dung Tran, Elena Botoeva, Francesco Leofante, Amir Maleki, Chelsea Sidrane, Jiameng Fan, Chao Huang:
ARCH-COMP20 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants. ARCH 2020: 107-139
2010 – 2019
- 2019
- [c2]Michael Kelly, Chelsea Sidrane, Katherine Rose Driggs-Campbell, Mykel J. Kochenderfer
:
HG-DAgger: Interactive Imitation Learning with Human Experts. ICRA 2019: 8077-8083 - [i2]Chelsea Sidrane, Dylan J. Fitzpatrick, Andrew Annex, Diane O'Donoghue, Yarin Gal, Piotr Bilinski:
Machine Learning for Generalizable Prediction of Flood Susceptibility. CoRR abs/1910.06521 (2019) - 2018
- [c1]Chelsea Sidrane, Mykel J. Kochenderfer:
Closed-Loop Planning for Disaster Evacuation with Stochastic Arrivals. ITSC 2018: 2544-2549 - [i1]Michael Kelly, Chelsea Sidrane, Katherine Rose Driggs-Campbell, Mykel J. Kochenderfer:
HG-DAgger: Interactive Imitation Learning with Human Experts. CoRR abs/1810.02890 (2018)
Coauthor Index
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