This book serves as a valuable resource for researchers and practitioners in related fields, providing timely insights into recent progress in robotics and artificial intelligence. Today, AI's capabilities exceed human limitations. As AI generates texts, images, and videos, the boundaries between virtual reality and the physical world are becoming increasingly blurred. We are entering a new era in which AI agents can act on our behalf. With the continued development of AI agent systems, robot intelligence has made remarkable advancements and is being applied to the real world. The role of robots is becoming more crucial in the development of both the virtual and physical worlds. The Robot Intelligence Technology and Applications (RiTA) Conferences have significantly contributed to introducing advanced robot intelligence technologies and fostering professional networking. RiTA has a firm grounding in robot intelligence, extending to robot systems, and covering areas such as advanced machine learning, autonomous navigation, human-robot collaboration, explainable AI, sensor integration, robotic swarms, and ethical considerations. This is the 9th edition of the RiTA Conference Proceedings, which features the latest research results from both theoretical and experimental studies and advancements in artificial intelligence and robotics.It is based on a collection of papers presented at the 12th International Conference on Robot Intelligence Technology and Applications (RiTA), held at Ulsan National Institute of Science & Technology (UNIST), Ulsan, Korea. The conference, with the main theme "e;Generative Thinking, Generative Action,"e; was held from December 4 to 7, 2024. For better readability, the 34 papers are grouped into three chapters: Chapter I: Perception and Learning; Chapter II: Planning and Control; and Chapter III: Interaction and Applications.

This book serves as a valuable resource for researchers and practitioners in related fields, providing timely insights into recent progress in robotics and artificial intelligence. Today, AI's capabilities exceed human limitations. As AI generates texts, images, and videos, the boundaries between virtual reality and the physical world are becoming increasingly blurred. We are entering a new era in which AI agents can act on our behalf. With the continued development of AI agent systems, robot intelligence has made remarkable advancements and is being applied to the real world. The role of robots is becoming more crucial in the development of both the virtual and physical worlds. The Robot Intelligence Technology and Applications (RiTA) Conferences have significantly contributed to introducing advanced robot intelligence technologies and fostering professional networking. RiTA has a firm grounding in robot intelligence, extending to robot systems, and covering areas such as advanced machine learning, autonomous navigation, human-robot collaboration, explainable AI, sensor integration, robotic swarms, and ethical considerations. This is the 9th edition of the RiTA Conference Proceedings, which features the latest research results from both theoretical and experimental studies and advancements in artificial intelligence and robotics.It is based on a collection of papers presented at the 12th International Conference on Robot Intelligence Technology and Applications (RiTA), held at Ulsan National Institute of Science & Technology (UNIST), Ulsan, Korea. The conference, with the main theme "e;Generative Thinking, Generative Action,"e; was held from December 4 to 7, 2024. For better readability, the 34 papers are grouped into three chapters: Chapter I: Perception and Learning; Chapter II: Planning and Control; and Chapter III: Interaction and Applications.

This book serves as a valuable resource for researchers and practitioners in related fields, providing timely insights into recent progress in robotics and artificial intelligence. Today, AI's capabilities exceed human limitations. As AI generates texts, images, and videos, the boundaries between virtual reality and the physical world are becoming increasingly blurred. We are entering a new era in which AI agents can act on our behalf. With the continued development of AI agent systems, robot intelligence has made remarkable advancements and is being applied to the real world. The role of robots is becoming more crucial in the development of both the virtual and physical worlds. The Robot Intelligence Technology and Applications (RiTA) Conferences have significantly contributed to introducing advanced robot intelligence technologies and fostering professional networking. RiTA has a firm grounding in robot intelligence, extending to robot systems, and covering areas such as advanced machine learning, autonomous navigation, human-robot collaboration, explainable AI, sensor integration, robotic swarms, and ethical considerations. This is the 9th edition of the RiTA Conference Proceedings, which features the latest research results from both theoretical and experimental studies and advancements in artificial intelligence and robotics.It is based on a collection of papers presented at the 12th International Conference on Robot Intelligence Technology and Applications (RiTA), held at Ulsan National Institute of Science & Technology (UNIST), Ulsan, Korea. The conference, with the main theme "e;Generative Thinking, Generative Action,"e; was held from December 4 to 7, 2024. For better readability, the 34 papers are grouped into three chapters: Chapter I: Perception and Learning; Chapter II: Planning and Control; and Chapter III: Interaction and Applications.