4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.AI2024★ 4 cited
Predictive representations: building blocks of intelligence
Wilka Carvalho, Momchil S. Tomov, William de Cothi +2
Adaptive behavior often requires predicting future events. The theory of reinforcement learning prescribes what kinds of predictive representations are useful and how to compute th…
cs.LG2022
Temporally Extended Successor Representations
Matthew J. Sargent, Peter J. Bentley, Caswell Barry +1
We present a temporally extended variation of the successor representation, which we term t-SR. t-SR captures the expected state transition dynamics of temporally extended actions…