Abstract: The paper aims to develop an innovative and robust control system for stabilizing an inverted pendulum using a neural network controller. This combines principles of control theory with the ...

Abstract: This study presents an interpretable inverse reinforcement learning (IRL) framework to stabilize a discretized non-linear pendulum system. The approach integrates Maximum Entropy IRL with ...