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Murad Dawood
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Handling sparse rewards in reinforcement learning using model predictive control
M Dawood, N Dengler, J de Heuvel, M Bennewitz
2023 IEEE International Conference on Robotics and Automation (ICRA), 879-885, 2023
102023
A nonlinear model predictive controller for autonomous driving
M Dawood, M Abdelaziz, M Ghoneima, S Hammad
2020 International Conference on Innovative Trends in Communication and …, 2020
92020
Safe multi-agent reinforcement learning for formation control without individual reference targets
M Dawood, S Pan, N Dengler, S Zhou, AP Schoellig, M Bennewitz
arXiv preprint arXiv:2312.12861, 2023
42023
Viewpoint push planning for mapping of unknown confined spaces
N Dengler, S Pan, V Kalagaturu, R Menon, M Dawood, M Bennewitz
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
42023
Integrating One-Shot View Planning with a Single Next-Best View via Long-Tail Multiview Sampling
S Pan, H Hu, H Wei, N Dengler, T Zaenker, M Dawood, M Bennewitz
IEEE Transactions on Robotics, 2024
22024
Context-Based Meta Reinforcement Learning for Robust and Adaptable Peg-in-Hole Assembly Tasks
A Shokry, W Gomaa, T Zaenker, M Dawood, SA Maged, MI Awad, ...
arXiv preprint arXiv:2409.16208, 2024
2024
Physically-Consistent Parameter Identification of Robots in Contact
S Khorshidi, M Dawood, B Nederkorn, M Bennewitz, M Khadiv
arXiv preprint arXiv:2409.09850, 2024
2024
Centroidal State Estimation based on the Koopman Embedding for Dynamic Legged Locomotion
S Khorshidi, M Dawood, M Bennewitz
arXiv preprint arXiv:2403.13366, 2024
2024
Learning Interactive Viewpoint Planning for Foresighted Object Discovery Considering Human Preferences
NDS Pan, V Kalagaturu, R Menon, M Dawood, M Bennewitz
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