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cs.NI2025
ASL360: AI-Enabled Adaptive Streaming of Layered 360 Video over UAV-assisted Wireless Networks
Alireza Mohammadhosseini, Jacob Chakareski, Nicholas Mastronarde
We propose ASL360, an adaptive deep reinforcement learning-based scheduler for on-demand 360 video streaming to mobile VR users in next generation wireless networks. We aim…
cs.NI2025
Learning Driven Elastic Task Multi-Connectivity Immersive Computing Systems
Babak Badnava, Jacob Chakareski, Morteza Hashemi
In virtual reality (VR) environments, computational tasks exhibit an elastic nature, meaning they can dynamically adjust based on various user and system constraints. This elastici…
cs.NI2024
Multi-Task Decision-Making for Multi-User 360 Video Processing over Wireless Networks
Babak Badnava, Jacob Chakareski, Morteza Hashemi
We study a multi-task decision-making problem for 360 video processing in a wireless multi-user virtual reality (VR) system that includes an edge computing unit (ECU) to deliver 36…