AI RESEARCH

OrbitStream: Training-Free Adaptive 360-degree Video Streaming via Semantic Potential Fields

arXiv CS.CV

ArXi:2603.20999v1 Announce Type: cross Adaptive 360{\deg} video streaming for teleoperation faces dual challenges: viewport prediction under uncertain gaze patterns and bitrate adaptation over volatile wireless channels. While data-driven and Deep Reinforcement Learning (DRL) methods achieve high Quality of Experience (QoE), their "black-box" nature and reliance on