Ashwini S. Dhamoji

An Adaptive Video Compression Approach Utilizing Deep Reinforcement Learning for Next-Generation Wireless Networks

High-resolution video transmission in next-generation wireless networks requires adaptive, error-resilient compression. In this work a Deep Reinforcement Learning-based Error Controlled Adaptive Transmission (DRL-ECAT) framework is proposed, which integrates low-rank signal modeling with a reinforcement learning agent...