Special education is an innovative practice to teach students with special needs, which incorporates alternate provisions, individual differences, and exceptional requirements to address the needs of people with disabilities. The reality is that typical classrooms are not sufficient to address the needs of students suffering from learning disabilities. AI-Assisted Special Education for Students With Exceptional Needs is a comprehensive and insightful exploration of the intersection between special education and artificial intelligence (AI), and it delves into the fundamental principles, historical background, and current challenges faced in providing effective education to students with special needs. Through comparisons of traditional education methods with special education practices, and an examination of the limitations of conventional classrooms in addressing the diverse learning difficulties of exceptional students, this book brings new solutions to the problem of how to best facilitate learning for these students. Recognizing the transformative potential of technology, the book emphasizes the role of AI, virtual reality (VR), and augmented reality (AR) in enhancing the learning experiences of disabled students. By leveraging these innovative resources and services, educators and students can benefit from interactive applications, adaptive personalized experiences, and smart classrooms equipped with the latest technologies. AI-assisted tools are explored in depth, showcasing their ability to support and improve the learning abilities of individuals with mental, physical, emotional, behavioral, or intellectual disorders. The book also explores the impact of AI-based special education on both educators and students, providing valuable insights and strategies for stakeholders to adopt and implement these technologies effectively. Legal aspects surrounding the right to education for disabled individuals are also discussed, ensuring a comprehensive understanding of the legal framework supporting special education initiatives. Real-world case studies and success stories serve as inspiration, illustrating the transformative potential of AI in special education. Featuring contributions from academicians and professionals from esteemed organizations, this book provides hands-on chapters that cover topics such as research challenges, data analysis, machine learning, intelligent learning environments, IoT wearable devices, comprehensive systems with intelligent teacher assistance, parental and societal roles, and the prospects of AI-assisted special education. Whether educator, mentor, training professional, researcher, or student, AI-Assisted Special Education for Students With Exceptional Needs offers a wealth of knowledge and practical insights. From historical perspectives to future reflections, this book serves as a guide for reshaping inclusive education and ensuring that specialized students receive the support and resources they need to thrive in their educational journeys. This book is an invaluable resource for anyone invested in advancing special education through the power of AI.