Improving a Proportional Integral Controller with Reinforcement Learning on a Throttle Valve Benchmark

Paul Daoudi, Bojan Mavkov, Bogdan Robu +4

This paper presents a learning-based control strategy for non-linear throttle valves with an asymmetric hysteresis, leading to a near-optimal controller without requiring any prior…