Assessing Policy Updates: Toward Trust-Preserving Intelligent User Interfaces

Matan Solomon, Ofra Amir, Omer Ben-Porat

Reinforcement learning agents are often updated with human feedback, yet such updates can be unreliable: reward misspecification, preference conflicts, or limited data may leave po…