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The Difficulty of Capturing Utility and Reward Design in Machine Learning
This podcast discussion revolves around the challenge of measuring someone's happiness in a way that captures utility and the difficulty of constructing a reward function that optimizes for a diversity of experiences and long-term happiness in reinforcement learning.