Towards Uniform Implementation of Architectural Diversity
Paul S. Rosenbloom · 2009
Multi-representational architectures exploit diversity to yield the breadth of capabilities required for intelligent behavior in the world, but in so doing can sacrifice too much of the complementary benefits of architectural uniformity. The proposal here is to couple the benefits of diversity and uniformity through establishment of a uniform graph-based implementation level for diverse architectures. Architectures for human level intelligence (HLI) seek to provide a coherent integration of capabilities sufficient for intelligent behavior in the world, whether as part of a detailed model of human cognition or a system more loosely tied to the specifics of human behavior. They require the integration of a wide range of cognitive capabilities for, among other things: memory and