UAV assisted cooperative caching on network edge using multi agent Actor critic reinforcement learning

UAV assisted cooperative caching on network edge using multi agent Actor critic reinforcement learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Manylion Llyfryddiaeth
Prif Awduron:	Araf, Sadman, Saha, Adittya Soukarjya, Eunus, Salman Ibne
Awduron Eraill:	Kazi, Sadia Hamid
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Unmanned aerial vehicle(UAV) Cooperative Edge Caching signal-tonoise ratio multi-agent deep deterministic policy gradient K-means clustering Reinforcement learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/15469

Eitemau Tebyg

Link performance analysis of Unmanned Aerial Vehicles
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LSTM based content prediction for edge caching using federated learning approach
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Design and development of unmanned aerial vehicle (Drone) for civil applications
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An autonomous unmanned aerial vehicle for inspecting and supplying emergency kits at a spot of casualty in water ways
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A comparative study of intelligent reflecting surface and relay in satellite communication
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Surveillance in Maritime Scenario using Deep-Learning and Swarm Intelligence
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Identification and comparative analysis of potholes using image processing algorithms
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Remote monitoring and detection of water contamination in effluent treatment plants
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Performance analysis of cognitive unmanned aerial vehicle
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Reinforcement learning : an introduction /
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Dynamic power management by reinforcement learning
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Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
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Autonomous precision landing of UAV digital twins on moving platforms and river data analytics from UAV imagery
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Carbon reinforced epoxy systems /
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Character animation using reinforcement learning and imitation learning algorithms
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Implementation of reinforcement learning architecture to augment an AI that can self-learn to play video games
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Self-learning game bot using deep reinforcement learning
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Traﬃc congestion reduction in SUMO using reinforcement learning method
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Reinforcement learning based electricity price forecasting in Blockchain based smart grid environment
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Approval VO#13 adjustment unit price for planting reinforcement work
gan: Brac University
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Finding ideal geographical location for businesses using machine learning technique
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Unit price approval-planting reinforcing works
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Reinforcement learning based autonomic virtual machine management in clouds
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The economics of clusters

Regarding the effect of zone C earth excavation on reinforcement approach
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Adjustment unit price for planting reinforcement work of BRAC University new campus project
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Customer segmentation using K-means
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Reinforcement learning based autonomous vehicle for exploration and exploitation of undiscovered track
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Blockchain-based edge computing for medical data storage & processing using federated learning
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Anomaly clustering based on correspondence analysis
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Correlating lockdowns, mortality rates and air pollution: a deep learning imbued study of COVID-19
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Advanced task scheduling algorithm for IoT Based FOG communication model
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Extractive text summarization using Fuzzy-c-means clustering
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Cyhoeddwyd: (2019)

Prediction on large scale data using extreme gradient boosting
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Cyhoeddwyd: (2016)

A new approach for processing X-ray data for detecting mini-halos in galaxy clusters
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Implementation of real-time learning on homomorphically encrypted visual inputs
gan: Bhuiyan, Emtiaz MD Tafsir, et al.
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Cached
gan: Schulte

Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results
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A review on Tinospora cordifolia and its immunomodulatory activities
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Qualitative classification of the breast cancer genome and clustering of the cancer gene network
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