Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks

Kamal Singh, Sami Marouani, Ahmad Al Sheikh +2

Reinforcement learning (RL) has been increasingly applied to network control problems, such as load balancing. However, existing RL approaches often suffer from lack of interpretab…