Pre-specified eigenoptions can speed up credit assignment in tabular gridworlds, but their benefits shrink when options are learned online or approximated with neural networks.
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A Study of Value-Aware Eigenoptions
Pre-specified eigenoptions can speed up credit assignment in tabular gridworlds, but their benefits shrink when options are learned online or approximated with neural networks.