The workshop focuses on using reinforcement learning (RL) to enhance multimedia transmission in education. By leveraging RL, educational platforms can adapt video quality in real-time based on learners' network conditions, ensuring a smoother and more engaging experience. This model improves the Quality of Experience (QoE) for students when watching educational videos, whether in real-time or on-demand, by dynamically adjusting bandwidth and streaming strategies to meet the diverse needs of learners