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Reward Hacking in Reinforcement Learning

Reward hacking occurs when a reinforcement learning (RL) agent exploits flaws or ambiguities in the reward function to achieve high rewards, without genuinely learning or completing the intended task.

By Lilian WengLil'Log (Lilian Weng)
Reward Hacking in Reinforcement Learning

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Originally published by Lil'Log (Lilian Weng) on Nov 28, 2024.

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