Derek Boase

Underactuated MIMO Airship Control Based on Online Data-Driven Reinforcement Learning

In this work, a novel online model-free controller for an underactuated dirigible is developed based on reinforcement learning and optimal control theory. A reinforcement learning structure is used while overcoming the dependence of the value function on future values by introducing a neural network…