CORE: Compensable Reward as a Catalyst for Improving Offline RL in Wireless Networks

Lipeng Zu, Hansong Zhou, Yu Qian +4

Real-world wireless data are expensive to collect and often lack sufficient expert demonstrations, causing existing offline RL methods to overfit suboptimal behaviors and exhibit u…