Topic

Feedback Signals

Latest viewpoints

Corrective behavior provides richer feedback than simple ratings

Karanam considers thumbs-up and thumbs-down feedback noisy and argues that edits, undos, and retries reveal more useful information about how an agent should improve.

Arjun Karanam Feedback Signals Source at 3:34

Corrective feedback gives stronger reward signals than dissatisfaction

Karanam distinguishes feedback that only indicates failure from feedback that demonstrates a successful correction, saying the latter provides much stronger evidence about the appropriate reward and desired output.

Arjun Karanam Feedback Signals Source at 9:11

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