| Multi-modal non-line-of-sight passive imaging A Beckus, A Tamasan, GK Atia IEEE Transactions on Image Processing 28 (7), 3372-3382, 2019 | 32 | 2019 |
| Inferring probabilistic reward machines from non-Markovian reward signals for reinforcement learning T Dohmen, N Topper, G Atia, A Beckus, A Trivedi, A Velasquez Proceedings of the International Conference on Automated Planning and …, 2022 | 24 | 2022 |
| Wide-field interferometric measurement of a nonstationary complex coherence function R Rezvani Naraghi, H Gemar, M Batarseh, A Beckus, G Atia, S Sukhov, ... Optics letters 42 (23), 4929-4932, 2017 | 22 | 2017 |
| Dynamic automaton-guided reward shaping for monte carlo tree search A Velasquez, B Bissey, L Barak, A Beckus, I Alkhouri, D Melcer, G Atia Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 12015 …, 2021 | 20 | 2021 |
| Coherence measurements of scattered incoherent light for lensless identification of an object’s location and size HE Kondakci, A Beckus, A El Halawany, N Mohammadian, GK Atia, ... Optics Express 25 (12), 13087-13100, 2017 | 17 | 2017 |
| Incoherent lensless imaging via coherency back-propagation A El-Halawany, A Beckus, HE Kondakci, M Monroe, N Mohammadian, ... Optics letters 42 (16), 3089-3092, 2017 | 16 | 2017 |
| Scalable and robust community detection with randomized sketching M Rahmani, A Beckus, A Karimian, GK Atia IEEE Transactions on Signal Processing 68, 962-977, 2020 | 15 | 2020 |
| On the inverse problem of source reconstruction from coherence measurements A Beckus, A Tamasan, A Dogariu, AF Abouraddy, GK Atia Journal of the Optical Society of America A 35 (6), 959-968, 2018 | 15 | 2018 |
| Learning probabilistic reward machines from non-Markovian stochastic reward processes A Velasquez, A Beckus, T Dohmen, A Trivedi, N Topper, G Atia arXiv e-prints, arXiv: 2107.04633, 2021 | 8 | 2021 |
| Steady-State Policy Synthesis in Multichain Markov Decision Processes. GK Atia, A Beckus, I Alkhouri, A Velasquez IJCAI, 4069-4075, 2020 | 8 | 2020 |
| Spatial coherence of fields from generalized sources in the Fresnel regime A Beckus, A Tamasan, A Dogariu, AF Abouraddy, GK Atia Journal of the Optical Society of America A 34 (12), 2213-2221, 2017 | 6 | 2017 |
| Steady-state planning in expected reward multichain mdps GK Atia, A Beckus, I Alkhouri, A Velasquez Journal of Artificial Intelligence Research 72, 1029-1082, 2021 | 5 | 2021 |
| On the robustness of AlphaFold: a COVID-19 case study I Alkhouri, S Jha, A Beckus, G Atia, A Velasquez, R Ewetz, A Ramanathan, ... arXiv preprint arXiv:2301.04093, 2023 | 4 | 2023 |
| Controller synthesis for omega-regular and steady-state specifications A Velasquez, I Alkhouri, A Beckus, A Trivedi, G Atia arXiv preprint arXiv:2106.02951, 2021 | 4 | 2021 |
| Scalable community detection in the heterogeneous stochastic block model A Beckus, GK Atia 2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019 | 4 | 2019 |
| Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning S Singireddy, P Nwaorgu, A Beckus, A McKinney, C Enyioha, SK Jha, ... arXiv preprint arXiv:2310.19137, 2023 | 3 | 2023 |
| Exploring the predictive capabilities of alphafold using adversarial protein sequences IR Alkhouri, S Jha, A Beckus, G Atia, S Jha, R Ewetz, A Velasquez IEEE Transactions on Artificial Intelligence 5 (7), 3384-3392, 2024 | 2 | 2024 |
| Results of the airlift challenge: a multi-agent AI planning competition A Delanovic, C Chiu, J Kolen, A Gnanasekaran, A Surana, K Srivastava, ... Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2023 | 2 | 2023 |
| Multi-agent tree search with dynamic reward shaping A Velasquez, B Bissey, L Barak, D Melcer, A Beckus, I Alkhouri, G Atia Proceedings of the International Conference on Automated Planning and …, 2022 | 2 | 2022 |
| Sketch-based community detection via representative node sampling M Sedghi, A Beckus, GK Atia 2020 25th International Conference on Pattern Recognition (ICPR), 9851-9858, 2021 | 2 | 2021 |