Can I read Offline Learning for Delay-Constrained Scheduling on EtoBox?

Offline Learning for Delay-Constrained Scheduling by maryht1706 is a document available to read on EtoBox.

What is Offline Learning for Delay-Constrained Scheduling about?

The document presents a novel offline reinforcement learning algorithm called Scheduling By Offline Learning with Critic Guidance and Diffusion Generation (SOCD) for effective multi-user delay-constrained scheduling. SOCD leverages pre-collected offline data to train scheduling policies without requiring online interactions, thus addressing challenges related to system dynamics and resource constraints. Experimental results demonstrate that SOCD outperforms existing methods in various environments, showcasi

Author

maryht1706

Language

EN