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…