The exploration of artificial intelligence within dynamic 3D environments has emerged as a critical area of research, aiming to bridge the gap between static AI applications and their real-world usability. Researchers at Google DeepMind have pioneered this realm, developing sophisticated agents capable of interpreting and acting on complex instructions within various simulated settings. This new wave of AI research extends beyond conventional paradigms, focusing on integrating visual perception and language processing to enable AI systems to perform human-like tasks across diverse virtual landscapes. A fundamental issue in this field is the limited…