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Andrew Silva
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Optimization methods for interpretable differentiable decision trees applied to reinforcement learning
A Silva, M Gombolay, T Killian, I Jimenez, SH Son
International conference on artificial intelligence and statistics, 1855-1865, 2020
122*2020
Methods and apparatus for vehicle operation analysis
T Innes, S Mitchell, S Naing, M O'donnell, A Silva
US Patent 10,189,479, 2019
802019
Action2vec: A crossmodal embedding approach to action learning
M Hahn, A Silva, JM Rehg
arXiv preprint arXiv:1901.00484, 2019
642019
Towards a comprehensive understanding and accurate evaluation of societal biases in pre-trained transformers
A Silva, P Tambwekar, M Gombolay
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
502021
Encoding human domain knowledge to warm start reinforcement learning
A Silva, M Gombolay
Proceedings of the AAAI conference on artificial intelligence 35 (6), 5042-5050, 2021
47*2021
Explainable artificial intelligence: Evaluating the objective and subjective impacts of xai on human-agent interaction
A Silva, M Schrum, E Hedlund-Botti, N Gopalan, M Gombolay
International Journal of Human–Computer Interaction 39 (7), 1390-1404, 2023
372023
Intraoperative perfusion assessment in mastectomy skin flaps: how close are we to preventing complications?
N Khavanin, C Qiu, H Darrach, F Kraenzlin, G Kokosis, T Han, J Fischer, ...
Journal of reconstructive microsurgery 35 (07), 471-478, 2019
302019
Interpretable and personalized apprenticeship scheduling: Learning interpretable scheduling policies from heterogeneous user demonstrations
R Paleja, A Silva, L Chen, M Gombolay
Advances in Neural Information Processing Systems 33, 6417-6428, 2020
29*2020
Lancon-learn: Learning with language to enable generalization in multi-task manipulation
A Silva, N Moorman, W Silva, Z Zaidi, N Gopalan, M Gombolay
IEEE Robotics and Automation Letters 7 (2), 1635-1642, 2021
262021
Multi-UAV planning for cooperative wildfire coverage and tracking with quality-of-service guarantees
E Seraj, A Silva, M Gombolay
Autonomous Agents and Multi-Agent Systems 36 (2), 39, 2022
172022
Safe coordination of human-robot firefighting teams
E Seraj, A Silva, M Gombolay
arXiv preprint arXiv:1903.06847, 2019
172019
Robot classification of human interruptibility and a study of its effects
S Banerjee, A Silva, S Chernova
ACM Transactions on Human-Robot Interaction (THRI) 7 (2), 1-35, 2018
132018
Effects of interruptibility-aware robot behavior
S Banerjee, A Silva, K Feigh, S Chernova
arXiv preprint arXiv:1804.06383, 2018
102018
Cross-loss influence functions to explain deep network representations
A Silva, R Chopra, M Gombolay
International Conference on Artificial Intelligence and Statistics, 1-17, 2022
8*2022
Fedembed: Personalized private federated learning
A Silva, K Metcalf, N Apostoloff, BJ Theobald
arXiv preprint arXiv:2202.09472, 2022
72022
Learning Interpretable, High-Performing Policies for Autonomous Driving
R Paleja, Y Niu, A Silva, C Ritchie, S Choi, M Gombolay
arXiv preprint arXiv:2202.02352, 2022
52022
Interpretable policy specification and synthesis through natural language and rl
P Tambwekar, A Silva, N Gopalan, M Gombolay
arXiv preprint arXiv:2101.07140, 2021
52021
Dihydromyricetin attenuates streptozotocin-induced liver injury and inflammation in rats via regulation of NF-κ
L Chen, M Yao, X Fan, X Lin, R Arroo, A Silva, B Sungthong, S Dragan, ...
B and AMPK signaling pathway, eFood 1 (2), 188-195, 2020
52020
Natural Language Specification of Reinforcement Learning Policies Through Differentiable Decision Trees
P Tambwekar, A Silva, N Gopalan, M Gombolay
IEEE Robotics and Automation Letters, 2023
42023
Specifying and interpreting reinforcement learning policies through simulatable machine learning
P Tambwekar, A Silva, N Gopalan, M Gombolay
arXiv preprint arXiv:2101.07140, 2021
42021
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