Active inference in robotics and artificial agents: Survey and challenges P Lanillos, C Meo, C Pezzato, AA Meera, M Baioumy, W Ohata, ... arXiv preprint arXiv:2112.01871, 2021 | 132 | 2021 |
Active inference for integrated state-estimation, control, and learning M Baioumy, P Duckworth, B Lacerda, N Hawes 2021 IEEE International Conference on Robotics and Automation (ICRA), 4665-4671, 2021 | 36 | 2021 |
Active inference for fault tolerant control of robot manipulators with sensory faults C Pezzato, M Baioumy, CH Corbato, N Hawes, M Wisse, R Ferrari Active Inference: First International Workshop, IWAI 2020, Co-located with …, 2020 | 19 | 2020 |
Fault-tolerant control of robot manipulators with sensory faults using unbiased active inference M Baioumy, C Pezzato, R Ferrari, CH Corbato, N Hawes 2021 European Control Conference (ECC), 1119-1125, 2021 | 18 | 2021 |
Towards stochastic fault-tolerant control using precision learning and active inference M Baioumy, C Pezzato, CH Corbato, N Hawes, R Ferrari Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 12 | 2021 |
Active inference in robotics and artificial agents: Survey and challenges. arXiv 2021 P Lanillos, C Meo, C Pezzato, AA Meera, M Baioumy, W Ohata, ... arXiv preprint arXiv:2112.01871, 2021 | 12 | 2021 |
Active inference for Robot control: A Factor Graph Approach M Vanderbroeck, M Baioumy, D van der Lans, R de Rooij, T van der Werf Student Undergraduate Research E-journal! 5, 2019 | 8 | 2019 |
Market Making in NFTs K Lommers, J Kim, M Baioumy Available at SSRN 4226987, 2022 | 7 | 2022 |
Variational Inference for Predictive and Reactive Controllers M Baioumy, M Mattamala, N Hawes | 7 | 2020 |
Active Inference in Robotics and Artificial Agents: Survey and Challenges (arXiv: 2112.01871). arXiv P Lanillos, C Meo, C Pezzato, AA Meera, M Baioumy, W Ohata, ... | 6 | 2021 |
Adaptive manipulator control using active inference with precision learning M Baioumy, M Mattamala, P Duckworth, B Lacerda, N Hawes UKRAS20 Conference:” Robots into the real world” Proceedings, Lincoln …, 2020 | 6 | 2020 |
Monte carlo tree search with boltzmann exploration M Painter, M Baioumy, N Hawes, B Lacerda Advances in Neural Information Processing Systems 36, 78181-78192, 2023 | 5 | 2023 |
On solving a stochastic shortest-path markov decision process as probabilistic inference M Baioumy, B Lacerda, P Duckworth, N Hawes Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 5 | 2021 |
Active Inference in Robotics and Artificial Agents: Survey and Challenges. 2021, p P Lanillos, C Meo, C Pezzato, AA Meera, M Baioumy, W Ohata, ... arXiv preprint arXiv:2112.01871, 0 | 5 | |
Unbiased active inference for classical control M Baioumy, C Pezzato, R Ferrari, N Hawes 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022 | 3 | 2022 |
Complex depth imaging using Reverse Time Migration for an integrated high-density point-source and receiver survey onshore UAE–a case study E Zubay, C Cunnell, A Zarkhidze, M Baioumy, LV Herrera, A Al Qadi SEG International Exposition and Annual Meeting, SEG-2013-0866, 2013 | 3 | 2013 |
Beta Residuals: Improving Fault-Tolerant Control for Sensory Faults via Bayesian Inference and Precision Learning M Baioumy, W Hartemink, RMG Ferrari, N Hawes IFAC-PapersOnLine 55 (6), 285-291, 2022 | 1 | 2022 |
Decision-making in robotics as probabilistic inference M Baioumy University of Oxford, 2024 | | 2024 |
Portfolio Optimization in Heterogeneous Assets-Taking Lessons from the Digital Asset Ecosystem K Lommers, J Kim, M Baioumy Available at SSRN 4639259, 2023 | | 2023 |
The Economics of Rarity in Digital Assets K Lommers, M Baioumy Available at SSRN 4639257, 2023 | | 2023 |