Planning, Communication, and Collaboration in Cognitive Systems: A Constructive Approach. Change is a constant and unavoidable characteristic of the current and foreseeable business environment. Currently systems cope poorly with change and as a result they are not sufficiently dependable and adaptable to support business agility and innovation. The aim of this project is to advance the start-of-the art and to lay a new foundation for dependable and adaptable cognitive systems that can plan, com ....Planning, Communication, and Collaboration in Cognitive Systems: A Constructive Approach. Change is a constant and unavoidable characteristic of the current and foreseeable business environment. Currently systems cope poorly with change and as a result they are not sufficiently dependable and adaptable to support business agility and innovation. The aim of this project is to advance the start-of-the art and to lay a new foundation for dependable and adaptable cognitive systems that can plan, communicate and collaborate in complex and dynamic environments.Read moreRead less
Gain modulation and stability in biological neural systems. This project is relevant to the National Research Priority area of Frontier Technologies and addresses fundamental cross-disciplinary issues of control and information processing in large, distributed neural systems that are at the cutting edge of intelligent processing systems. Applications are in rapidly growing fields of robotics, machine learning, adaptive control and intelligent systems, all with applications in diverse areas of ec ....Gain modulation and stability in biological neural systems. This project is relevant to the National Research Priority area of Frontier Technologies and addresses fundamental cross-disciplinary issues of control and information processing in large, distributed neural systems that are at the cutting edge of intelligent processing systems. Applications are in rapidly growing fields of robotics, machine learning, adaptive control and intelligent systems, all with applications in diverse areas of economic importance. Applications to cochlear implant speech processing will provide benefit for the hearing impaired. The project will provide students with training at an international level within Australia, thus helping ensure Australia maintains and extends its science and technology base into the futureRead moreRead less
Complex Decision Making in Intelligent Agent Systems. This project will bring benefit in that it will increase the ability of autonomous computer systems to make complex decisions in dynamic environments. As the use of intelligent autonomous technology is increasing, from smart air-traffic control systems to personal digital assistants to internet software agents, there is also increased demand for more sophisticated reasoning. This is showing in a range of applications such as autonomous vehicl ....Complex Decision Making in Intelligent Agent Systems. This project will bring benefit in that it will increase the ability of autonomous computer systems to make complex decisions in dynamic environments. As the use of intelligent autonomous technology is increasing, from smart air-traffic control systems to personal digital assistants to internet software agents, there is also increased demand for more sophisticated reasoning. This is showing in a range of applications such as autonomous vehicles and equipment, scheduling and resourcing, and business processing. This project will contribute to provide such capabilities to existing technology. It will also assist the Australian Partner Organisation to stay at the forefront internationally in this fast moving area.Read moreRead less