STARC: A General Framework For Quantifying Differences Between Reward Functions

Joar Skalse, Lucy Farnik, Sumeet Ramesh Motwani +3

In order to solve a task using reinforcement learning, it is necessary to first formalise the goal of that task as a reward function. However, for many real-world tasks, it is very…