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OpenAI Blog · Aug 3, 2017

Gathering human feedback

Reviewed by Errol Vogt, Site support technician & online learning analyst · original summary · editorial policy

Gathering human feedback. RL-Teacher is an open-source implementation of our interface to train AIs via occasional human feedback rather than hand-crafted reward functions. The underlying technique was developed as a step towards safe AI systems, but also applies to reinforcement learning problems with rewards that are hard to specify. This update is relevant for small-office operators tracking changes in their tools.

Operator takeaway: For operators: review whether 'Gathering human feedback' affects your current setup before relying on it in production.

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