Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms
Author:
Affiliation:
1. College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
2. Research and Development Engineering Department, Barzan Holdings QSTP LLC, Doha, Qatar
Funder
NPRP-Standard (NPRPS) 13th Cycle from the Qatar National Research Fund
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing
Link
http://xplorestaging.ieee.org/ielx7/6488907/10106528/10002339.pdf?arnumber=10002339
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1. Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence
2. Space/Aerial-Assisted Computing Offloading for IoT Applications: A Learning-Based Approach
3. DeepThings: Distributed Adaptive Deep Learning Inference on Resource-Constrained IoT Edge Clusters
4. Deep Reinforcement Learning-Based Resource Allocation in Cooperative UAV-Assisted Wireless Networks
5. Deep Residual Learning for Image Recognition
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