Task-Induced Representational Invariances Depend on Learning Objective in Deep RL

Manu Srinath Halvagal, Sebastian Lee, SueYeon Chung

Reinforcement Learning (RL) has long served as a model for goal-directed animal behavior in neuroscience. Modern deep RL has shown remarkable success across many domains, further s…