Search Results for author: Hamed Habibi

Found 4 papers, 0 papers with code

Task-Oriented Communication Design at Scale

no code implementations15 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.

Quantization Reinforcement Learning (RL)

Adaptive Super-Twisting Controller Design for Accurate Trajectory Tracking Performance of Unmanned Aerial Vehicles

no code implementations21 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.

On SORA for High-Risk UAV Operations under New EU Regulations: Perspectives for Automated Approach

no code implementations3 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.

UAV Path Planning Employing MPC- Reinforcement Learning Method Considering Collision Avoidance

no code implementations21 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.

Collision Avoidance Model Predictive Control +2

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