Extracting Expert's Goals by What-if Interpretable Modeling

Chun-Hao Chang, George Alexandru Adam, Rich Caruana +1

Although reinforcement learning (RL) has tremendous success in many fields, applying RL to real-world settings such as healthcare is challenging when the reward is hard to specify…