Zorkin D. Yu.

Evolution of algorithms for managing complex systems

The article presents a comparative analysis of the evolution of control methods for complex systems: from classical PID controllers to modern approaches based on Reinforcement Learning (RL) and Deep Reinforcement Learning (DRL). This study aims to pinpoint the strengths and weaknesses of various control algorithm class...