Ye Zeng

Reinforcement-Learning Robust Tracking Control of Discrete-Time Systems with Diagonal Scaling

This paper addresses a robust tracking problem for linear discrete-time systems by proposing a reinforcement learning (RL) control method based on a diagonal-scaling strategy, offering a solution tailored to the demands of enhanced reliability. To overcome a common limitation in policy-iteration-based RL design, namely...