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Predictive representations: building blocks of intelligence
Adaptive behavior often requires predicting future events.
Temporally Extended Successor Representations
We show that in environments with dynamic reward structure, t-SR is able to leverage both the flexibility of the successor representation and the abstraction afforded by temporally extended actions.
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