11 citations · 11 across the 1 of their papers we have counts for
2 papers
q-bio.NC2020
Prediction and Generalisation over Directed Actions by Grid Cells
Changmin Yu, Timothy E. J. Behrens, Neil Burgess
Knowing how the effects of directed actions generalise to new situations (e.g. moving North, South, East and West, or turning left, right, etc.) is key to rapid generalisation acro…
q-bio.NC2019★ 11 cited
Probabilistic Successor Representations with Kalman Temporal Differences
Jesse P. Geerts, Kimberly L. Stachenfeld, Neil Burgess
The effectiveness of Reinforcement Learning (RL) depends on an animal's ability to assign credit for rewards to the appropriate preceding stimuli. One aspect of understanding the n…