no code implementations • 28 Sep 2021 • Kin-Ho Lam, Zhengxian Lin, Jed Irvine, Jonathan Dodge, Zeyad T Shureih, Roli Khanna, Minsuk Kahng, Alan Fern
We describe a user interface and case study, where a small group of AI experts and developers attempt to identify reasoning flaws due to inaccurate agent learning.
1 code implementation • ICLR 2021 • Zhengxian Lin, Kim-Ho Lam, Alan Fern
We investigate a deep reinforcement learning (RL) architecture that supports explaining why a learned agent prefers one action over another.