Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning

Matthew Schlegel, Volodymyr Tkachuk, Adam White +1

Building and maintaining state to learn policies and value functions is critical for deploying reinforcement learning (RL) agents in the real world. Recurrent neural networks (RNNs…