Dynamic Reward in DQN for Autonomous Navigation of UAVs Using Object Detection

Author:

Lagoda Adam1,Sharifi Seyedeh Fatemeh Mahdavi1,Pedersen Thomas Aagaard1,Ortiz-Arroyo Daniel1,Chang Shi2,Durdevic Petar1

Affiliation:

1. Aalobrg University,Department of Energy,Esbjerg,Denmark,6700

2. Cornell University,Ithaca,New York,United States,14850

Publisher

IEEE

Reference26 articles.

1. Dueling network architectures for deep reinforcement learning;wang;International Conference on Machine Learning,0

2. Drone Deep Reinforcement Learning: A Review

3. UAV Path Planning using Global and Local Map Information with Deep Reinforcement Learning

4. Deep Reinforcement Learning-Based DQN Agent Algorithm for Visual Object Tracking in a Virtual Environmental Simulation

5. Comparison of deep reinforcement learning and PID controllers for automatic cold shut-down operation;lee;Energies,2022

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