Intelligence without Representation: A Successful Method of Modelling Intelligence?
نویسنده
چکیده
Intelligence without Representation is a seminal work in behaviour-based robotics. Brooks advocated the removal of explicit representations and engineered environments from the domain of his robotic intelligence experimentation, in favour of an evolutionary-inspired approach using layers of reactive behaviour that operated independently of each other. Brooks criticised the current progress in AI research and believed that removing complex representation from AI would help address problematic areas in modelling the mind. His belief was that we should develop artificial intelligence by being guided by evolutionary development of our own intelligence, and that his approach mirrored how our own intelligence functions. This paper offers an analysis of the behaviour-based robotics approach and its impact in artificial intelligence and cognitive theory.
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