17 lines
826 B
Markdown
17 lines
826 B
Markdown
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- Assigning credit/blame for outcomes to each internal decision
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- Loading Problem
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- Loading a training set into the free parameters
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- Important to any learning machine attempting to improve performance in situations involving temporally extended behaviour
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Two Sub-problems:
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- ***Temporal*** credit-assignment problem
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- Assigning credit for **outcomes** to **actions**
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- Involves time when actions that deserve credit were taken
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- Relevant when many actions taken and want to know which one was responsible
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- ***Structural*** credit-assignment problem
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- Assigning credit for **actions** to **internal decisions**
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- Involves internal structures of actions generated by system
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- Relevant for identifying which component should have behaviour altered
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- By how much
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- Important in MLPs when there are many hidden neurons
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