R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making

no code implementations • NeurIPS 2020 • Sergey Shuvaev, Sarah Starosta, Duda Kvitsiani, Adam Kepecs, Alexei Koulakov

To address this question, the field of behavioral ecology has developed foraging paradigms – the model settings in which human and non-human subjects decided when to leave depleting food resources.

Decision Making Reinforcement Learning (RL)

Representations of Sound in Deep Learning of Audio Features from Music

no code implementations • 8 Dec 2017 • Sergey Shuvaev, Hamza Giaffar, Alexei A. Koulakov

Yet, there is often a discernable character to the work of, for instance, individual composers at the perceptual level - an experienced listener can often pick up on subtle clues in the music to identify the composer or performer.

Audio Classification General Classification