The algorithm successfully detects and tracks 11 objects (5 teammates, 5 opponents, and 1 ball) at 30 frames a second. The algorithm determines the position and orientation for the robots. In addition, a Kalman-Bucy filter (Kalman and Bucy 1961) is used as a predictor of the ball's trajectory. This prediction is an integral factor in our robots' control and strategic decisions. Before developing strategic behaviors, the robots need a general control mechanism.

AI MAGAZINE Fall 1984 79 and to provide an intelligent interface. The relevant areas of AI being researched for support of this area include natural language understanding, voice recognition, expert systems, and knowledge representation. This application should be particularly useful in a classroom where the student uses his knowledge to determine his choice of options and verifies his selection with the system. The machine is a colleague of the user. In this application, the user may be an engineer in industry and an expert in his own field, but may have a limited knowledge of optimization.

The news media is full of stories today concerning China's announcement of their $2.1 billion investment in a technology park dedicated to AI research. China is investing such a large amount in order to obtain their goal of being the global leader in AI by 2030. I also read in a separate article post today that China's president Xi Jinping, easily one of the most powerful leaders in the world, has two books on his reading list specific to AI. One is Augmented by the best selling author and my friend Brett King. I have to admit, that is ridiculously cool.

Artificial intelligence machines are good at what they do, but how smart are they really? A supercomputer toppling a grandmaster at chess is old hat, with IBM's Deep Blue beating Garry Kasparov at the end of the last millennium. DeepMind's artificial intelligence system AlphaGo beat the world champion in 2016 at the even more complex Go -- and then AlphaGo Zero, which learned the game by teaching itself rather than by playing against humans, wiped the floor with AlphaGo. In recent years, AI systems, whether used in games, medical research or self-driving cars, have shown an extraordinary ability to learn and learn fast -- AlphaGo Zero defeated the version of AlphaGo that had beaten the world champ just three days after it started learning the game. See Hava Siegelmann discuss AI's role in national security at the Dec. 14 CXO Tech Forum.

In cooperation with the American Association for Artificial Intelligence The 19th International FLAIRS Conference (FLAIRS 2006) will be held May 11-13 2006, in Melbourne Beach, Florida, USA. Melbourne Beach is on Florida's "Space Coast" (centered around NASA's Kennedy Space Center), and has easy access to Orlando and the Disney World attractions. Submission of papers for presentation at the conference is now invited. Topics of interest are in all areas of artificial intelligence, including: - Foundations: Knowledge representation, Cognitive modeling, Perception, Reasoning and programming, Search, Learning; - Architectures: Agents and distributed AI, Intelligent user interfaces, Natural language systems Information retrieval, Robotics; - Applications: Aviation and aerospace, Education, Entertainment, Medicine, Management and manufacturing, World wide Web; - Implications: Philosophical underpinnings, Social impact and ethics, Evaluation of AI systems, Teaching AI.

Carnegie Mellon University Robotics Institute Twenty-fifth Anniversary Celebration: Grand Challenges of Robotics Symposium. Fifth International Conference on Knowledge Based Computer Systems. Contact: KBCS-2004 Secretariat C-DAC Mumbai (formerly NCST) Knowledge Based Computer Systems Division Raintree Marg, Near Bharati Vidyapeeth Navi Mumbai 400614 India Voice: 91-22-27560013 Fax: 91-22-27560004 Email: kbcs@ncst.ernet.in Paper submission deadline: Author notification: Camera-ready copies: The 18th International FLAIRS Conference seeks high quality, original, unpublished submissions in all areas of AI, including, but not limited to, neural networks, autonomous agents, case-based reasoning, computer vision, data mining, expert systems, genetic algorithms, intelligent user interfaces, intelligent tutoring systems, knowledge representation and management, learning, automated reasoning, multi-agent systems, natural language processing, planning, uncertainty reasoning, robotics, semantic web, speech recognition, temporal reasoning, AI and the Web, AI applications, AI and education, and verification/validation. The FLAIRS conference offers a set of special tracks, and authors are encouraged to submit papers to a relevant track.

Contact: ICINCO Secretariat Escola Superior de Tecnologia de Setubal / Campus do IPS Departamento Sistemas e Informatica Rua Vale Chaves, Estefanilha Setubal 2914-508 Portugal Voice: 351-265 790 000 Fax: 351-265 721 869 Email: secretariat@icinco.org

Contact: ICINCO Secretariat Escola Superior de Tecnologia de Setubal / Campus do IPS Departamento Sistemas e Informatica Rua Vale Chaves, Estefanilha Setubal 2914-508 Portugal Voice: 351-265 790 000 Fax: 351-265 721 869 Email: secretariat@icinco.org

"This comprehensive collection of essays presents the state of the art on this fascinating and challenging research topic. I recommend it to anyone who wants to understand how and why computers will eventually understand what it feels like to have a bad day at the office." Prices subject to change without notice. Since their inception in 1987, the Artificial Life meetings have grown from small workshops to truly international conferences, reflecting the field's increasing appeal to researchers in all areas of science.