Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings (Extended Version)

Pulkit Verma, Rushang Karia, Siddharth Srivastava

It is essential for users to understand what their AI systems can and can't do in order to use them safely. However, the problem of enabling users to assess AI systems with sequent…