Exploring the evolution of AI algorithms in robotic animal interactions, from basic behaviors to sophisticated empathy, unveils a captivating journey of technological advancement. This trajectory, marked by milestones such as learning algorithms and emotional expression, illuminates the profound potential of artificial companionship.