Enhancing creativity, innovation and cooperation
AI & Society
Creativity and artificial intelligence
Artificial Intelligence - Special issue: artificial intelligence 40 years later
Specifying Agent Behaviour with Use Cases
PRIMA '00 Proceedings of the Third Pacific Rim International Workshop on Multi-Agents: Design and Applications of Intelligent Agents
Evolutionary Computer Music
Inmamusys: Intelligent multiagent music system
Expert Systems with Applications: An International Journal
Evolutionary Methods for Melodic Sequences Generation from Non-linear Dynamic Systems
Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
Extending agent UML sequence diagrams
AOSE'02 Proceedings of the 3rd international conference on Agent-oriented software engineering III
Evolutionary music and the zipf-mandelbrot law: developing fitness functions for pleasant music
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Unifying Conceptual Spaces: Concept Formation in Musical Creative Systems
Minds and Machines
Developing Creativity: Artificial Barriers in Artificial Intelligence
Minds and Machines
PRIMA'10 Proceedings of the 13th international conference on Principles and Practice of Multi-Agent Systems
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For creativity to be computed, it is paramount to understand the cognitive processes involved, which have been elucidated by either surveying creative people or discovering regions of the human brain that activate during creative endeavors. From this scattering, the author proposes a holistic framework to describe them and their interaction. Hence, creativity can be regarded as a meta process which coordinates autonomous cognitive processes such as planning or divergent thinking. To represent the interplay of cognitive processes around creativity, models are developed in the Agent Unified Modeling Language (AUML). Then, the execution of each process is delegated to autonomous agents and a global coordination protocol is devised. The implementation of the MAS is done on the JADE platform. Two modules of the resultant system are exemplified: opus planning and divergent exploration. The coordination protocol is also presented. The domain in which the software system is tested is the creation of musical pieces.