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Motion Control in Multi-Rotor Aerial Robots Using Deep Reinforcement Learning

This B.Tech Aerospace / Aeronautical Engineering project is based on the recent research direction ‘Motion Control in Multi-Rotor Aerial Robots Using Deep Reinforcement Learning’. The project focuses on applying artificial intelligence, machine…

Project Overview This B.Tech Aerospace / Aeronautical Engineering project is based on the recent research direction 'Motion Control in Multi-Rotor Aerial Robots Using Deep Reinforcement Learning'. The project focuses on applying artificial intelligence, machine learning, deep learning, computer vision, reinforcement learning, surrogate modelling, or RAG-style intelligent assistance to the Drone and UAV Projects area. Students can use the linked 2023-onward research paper/source as the academic base, then convert it into an implementation-focused final-year project with a simplified dataset, simulation model, Python workflow, dashboard, or prototype demonstration.
Research Paper Title Motion Control in Multi-Rotor Aerial Robots Using Deep Reinforcement Learning
Research Paper / PDF Link Open Paper / PDF
Year 2025
Project Area Drone and UAV Projects
Project Type DRL Motion Control
Required Tools / Software Python, PyTorch/TensorFlow, OpenCV, ROS/Gazebo/AirSim optional, Streamlit
Main Features / Working Principle Use DRL concepts for motion-control tasks in multi-rotor drones
Expected Output A drone motion-control simulation with path/error plots
Possible Add-ons Add payload or wind-disturbance scenarios
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This B.Tech aerospace project resource helps students connect a recent AI-based research direction with a practical implementation plan, tools, expected output, and possible extensions.

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