Intelligent User Interfaces for Data-Driven Systems: A Reinforcement Learning Approach Prashanth Reddy Vontela1*, Raghavender Reddy Tuniki2 Abstract Intelligent user interfaces are becoming essential components of modern data-driven systems, where users interact with complex applications and large volumes of information. Traditional user interfaces rely on static layouts and predefined interaction patterns