| Action2vec: A crossmodal embedding approach to action learning M Hahn, A Silva, JM Rehg arXiv preprint arXiv:1901.00484, 2019 | 44 | 2019 |
| 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 | 42* | 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 | 41 | 2019 |
| 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 | 20* | 2021 |
| 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 | 19* | 2020 |
| Safe coordination of human-robot firefighting teams E Seraj, A Silva, M Gombolay arXiv preprint arXiv:1903.06847, 2019 | 14 | 2019 |
| 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 | 11 | 2021 |
| 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 | 7 | 2018 |
| Effects of interruptibility-aware robot behavior S Banerjee, A Silva, K Feigh, S Chernova arXiv preprint arXiv:1804.06383, 2018 | 7 | 2018 |
| Fedembed: Personalized private federated learning A Silva, K Metcalf, N Apostoloff, BJ Theobald arXiv preprint arXiv:2202.09472, 2022 | 3 | 2022 |
| 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 | 3 | 2021 |
| Interpretable policy specification and synthesis through natural language and rl P Tambwekar, A Silva, N Gopalan, MC Gombolay | 3 | 2021 |
| 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 | 1* | 2022 |
| Learning interpretable, high-performing policies for continuous control problems R Paleja, Y Niu, A Silva, C Ritchie, S Choi, M Gombolay arXiv preprint arXiv:2202.02352, 2022 | 1 | 2022 |
| Multimodal punctuation prediction with contextual dropout A Silva, BJ Theobald, N Apostoloff ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 1 | 2021 |
| Specifying and Interpreting Reinforcement Learning Policies through Simulatable Machine Learning P Tambwekar, A Silva, N Gopalan, M Gombolay arXiv preprint arXiv:2101.07140, 2021 | 1 | 2021 |
| Unsupervised role discovery using temporal observations of agents A Silva, S Chernova Proceedings of the 18th International Conference on Autonomous Agents and …, 2019 | 1 | 2019 |
| Action2Vec: A Crossmodal Embedding Approach to Zero Shot Action Learning M Hahn, A Silva, JM Reh Computer Vision and Pattern Recognition (CVPR) 2018 Deep Vision Workshop, 0 | 1 | |
| Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guarantees E Seraj, A Silva, M Gombolay arXiv preprint arXiv:2206.10544, 2022 | | 2022 |
| Learning Interpretable, High-Performing Policies for Autonomous Driving R Paleja, Y Niu, A Silva, C Ritchie, S Choi, M Gombolay | | |
Matthew GombolayAssistant Professor, Georgia Institute of TechnologyVerified email at cc.gatech.edu
