Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery

Thomas Stepleton, Razvan Pascanu, Will Dabney +3

Reinforcement learning (RL) agents performing complex tasks must be able to remember observations and actions across sizable time intervals. This is especially true during the init…