Successor Representations Explained

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Note: We're going to conflate terminology for value-functions and Q-functions. In general the Q-function Q ( s , a ) Q(s,a) Q ( s , a ) is just an action-conditioned version of the value function V ( s ) V(s) V ( s ) . Successor Representations Let's consider a classic temporal difference method -- estimating the

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