POMDPs for safe visibility reasoning in autonomous vehicles KH Wray, B Lange, A Jamgochian, SJ Witwicki, A Kobashi, ...
2021 IEEE International Conference on Intelligence and Safety for Robotics …, 2021
17 2021 Apparatus and method for post-processing a decision-making model of an autonomous vehicle using multivariate data O Bentahar, A Jamgochian, KH Wray, S Witwicki
US Patent 11,782,438, 2023
16 2023 Explainability of autonomous vehicle decision making KH Wray, O Bentahar, A Vagadia, L Cesafsky, A Jamgochian, S Witwicki, ...
US Patent 11,577,746, 2023
13 2023 Explainability of autonomous vehicle decision making KH Wray, S Witwicki, S Zilberstein, O Bentahar, A Jamgochian
US Patent 11,714,971, 2023
9 2023 Shail: Safety-aware hierarchical adversarial imitation learning for autonomous driving in urban environments A Jamgochian, E Buehrle, J Fischer, MJ Kochenderfer
2023 IEEE International Conference on Robotics and Automation (ICRA), 1530-1536, 2023
8 2023 Online planning for constrained POMDPs with continuous spaces through dual ascent A Jamgochian, A Corso, MJ Kochenderfer
Proceedings of the International Conference on Automated Planning and …, 2023
7 2023 Baryons and low-density baryonic matter in -dimensional large- QCD with heavy quarks P Adhikari, TD Cohen, A Jamgochian, N Kumar
Physical Review C 87 (3), 035205, 2013
7 2013 Meta-sysid: A meta-learning approach for simultaneous identification and prediction J Park, F Berto, A Jamgochian, MJ Kochenderfer, J Park
arXiv preprint arXiv:2206.00694, 2022
3 2022 Developing microwave photonic temperature sensors A Jamgochian, J Quintavalle, A Torres-Diaz, J Filla, GF Strouse, Z Ahmed
arXiv preprint arXiv:1508.01433, 2015
3 2015 Probability Hypothesis Density Filter Implementation and Application Z Prihoda, A Jamgochian, B Moore, B Lange
2 2019 Dope cars: Deciding optimally how to efficiently charge automotives with renewable energy sources Y Chandramoul, A Jamgochian, E Jewell
2 2018 Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand A Jamgochian, D Wu, K Menda, S Jung, MJ Kochenderfer
arXiv preprint arXiv:2201.02753, 2022
1 2022 3D Neural Style Transfer A Jamgochian, B Lange, Z Ghiron
reconstruction 9, 2, 2022
1 2022 Stochastic model predictive control for scheduling charging of electric vehicle fleets with market power AL Jamgochian, MJ Kochenderfer
2019 IEEE International Conference on Connected Vehicles and Expo (ICCVE), 1-6, 2019
1 2019 Hyperparameter Tuning using Gaussian Process Multi-Arm Bandits A Jamgochian, B Lange
1 ConstrainedZero: Chance-Constrained POMDP Planning using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints RJ Moss, A Jamgochian, J Fischer, A Corso, MJ Kochenderfer
arXiv preprint arXiv:2405.00644, 2024
2024 Addressing Myopic Constrained POMDP Planning with Recursive Dual Ascent P Stocco, S Chundi, A Jamgochian, MJ Kochenderfer
arXiv preprint arXiv:2403.17358, 2024
2024 Constrained Hierarchical Monte Carlo Belief-State Planning A Jamgochian, H Buurmeijer, KH Wray, A Corso, MJ Kochenderfer
arXiv preprint arXiv:2310.20054, 2023
2023 First-order Context-based Adaptation for Generalizing to New Dynamical Systems J Park, F Berto, A Jamgochian, M Kochenderfer, J Park
2022 Multi-Vehicle Control in Roundabouts using Decentralized Game-Theoretic Planning A Jamgochian, K Menda, MJ Kochenderfer
arXiv preprint arXiv:2201.02718, 2022
2022