Artificial Intelligence, Business, Reinforcement Learning.
spectrum availability, interference levels, and QoS metrics). By optimizing cumulative rewards over time, RL agents can adapt their strategies to changing network conditions and user requirements. Challenges and Opportunities: Dynamic spectrum allocation in CR networks presents several challenges,