Quantum variational circuits (QVCs) have emerged as a pivotal component in the intersection of quantum computing and machine learning, particularly within the realm of quantum reinforcement learning (QRL). These circuits leverage the principles of quantum mechanics to potentially enhance the capabilities of classical reinforcement learning (RL) algorithms. This discussion delves into the role of QVCs