Machine Learning

Successor Representations

Successor representations (SR) attract a lot of attention these days, both in the neuroscientific and machine learning / deep RL communities. This post is intended to explain the main difference between SR and model-free / model-based RL algorithms and to point out its usefulness to understand goal-directed behavior.

Deep Learning

Deep neural networks and their applications to emotion recognition, attention, sensor fusion...