no code implementations • 15 May 2023 • Arsham Mostaani, Thang X. Vu, Hamed Habibi, Symeon Chatzinotas, Bjorn Ottersten
Numerical results show striking improvements in reducing the computational complexity of obtaining VoI needed for the TOCD in a MAS problem without compromising the average return performance of the MAS.
no code implementations • 21 Mar 2023 • D. M. K. K. Venkateswara Rao, Hamed Habibi, Jose Luis Sanchez-Lopez, Prathyush P. Menon, Christopher Edwards, Holger Voos
In this paper, an adaptive super-twisting controller is designed for an agile maneuvering quadrotor unmanned aerial vehicle to achieve accurate trajectory tracking in the presence of external disturbances.
no code implementations • 3 Mar 2023 • Hamed Habibi, D. M. K. K. Venkateswara Rao, Jose Luis Sanchez-Lopez, Holger Voos
Accordingly, we propose an alternative workflow, considering the same steps, while addressing the challenges and pitfalls, to shorten the whole process.
no code implementations • 21 Feb 2023 • Mahya Ramezani, Hamed Habibi, Jose luis Sanchez Lopez, Holger Voos
In this paper, we tackle the problem of Unmanned Aerial (UA V) path planning in complex and uncertain environments by designing a Model Predictive Control (MPC), based on a Long-Short-Term Memory (LSTM) network integrated into the Deep Deterministic Policy Gradient algorithm.