PID-Inspired Inductive Biases for Deep Reinforcement Learning in Partially Observable Control Tasks

Ian Char, Jeff Schneider

Deep reinforcement learning (RL) has shown immense potential for learning to control systems through data alone. However, one challenge deep RL faces is that the full state of the…