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Comparison of Fixed Ratio and Fixed Interval Schedules on Output Quality

When choosing a reinforcement method, the desired outcome is a key factor. Fixed ratio schedules are best suited for optimizing the quantity of output, as the reward is directly linked to the number of responses. In contrast, fixed interval schedules, where reinforcement is based on time rather than the number of responses, can lead to a higher quality of output because there is no incentive to simply produce more.

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Updated 2026-04-30

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