ALBA Webinar in Latin America: What are the main barriers to succeed in brain sciences in Latin America?
ALBA is launching a webinar series focusing on region-specific issues linked to diversity and faced by underrepresented groups in brain research around the world. In this first webinar, ALBA focus on issues linked to diversity and faced by underrepresented groups in brain research in Latin America.
Deep reinforcement learning and its neuroscientific implications
The last few years have seen some dramatic developments in artificial intelligence research. What implications might these have for neuroscience? Investigations of this question have, to date, focused largely on deep neural networks trained using supervised learning, in tasks such as image classification. However, there is another area of recent AI work which has so far received less attention from neuroscientists, but which may have more profound neuroscientific implications: Deep reinforcement learning. Deep RL offers a rich framework for studying the interplay among learning, representation and decision-making, offering to the brain sciences a new set of research tools and a wide range of novel hypotheses. I’ll provide a high level introduction to deep RL, discuss some recent neuroscience-oriented investigations from my group at DeepMind, and survey some wider implications for research on brain and behavior.