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Specification Gaming: The Flip Side of AI Ingenuity

AI Safety Fundamentals

CHAPTER

Exploring Specification Gaming in Reinforcement Learning Algorithms

Exploring how agents can creatively achieve specified objectives, emphasizing the importance of precise task specifications and the challenges in designing effective tasks and reward functions in reinforcement learning.

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