Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning

Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen +3

Deep reinforcement learning (RL) is an optimization-driven framework for producing control strategies for general dynamical systems without explicit reliance on process models. Goo…