Structural representation and reasoning in a hybrid cognitive architecture

@article{Licato2014StructuralRA,
  title={Structural representation and reasoning in a hybrid cognitive architecture},
  author={John Licato and R. Sun and S. Bringsjord},
  journal={2014 International Joint Conference on Neural Networks (IJCNN)},
  year={2014},
  pages={891-898}
}
  • John Licato, R. Sun, S. Bringsjord
  • Published 2014
  • Computer Science
  • 2014 International Joint Conference on Neural Networks (IJCNN)
    • Psychologically and neurobiologically plausible models of knowledge often must make a difficult choice between distributed and localist representation. Distributed representation can be flexible and hold up well to noisy data, but localist models allow for structured knowledge to be represented unambiguously and reasoned over in rigorous, transparent fashion. We present a way of representing knowledge within the hybrid cognitive architecture CLARION. Our system allows both structured knowledge… CONTINUE READING
    View on IEEE
    kryten.mm.rpi.edu
    12 Citations
    Background Citations
    5
    Methods Citations
    3

    Figures and Topics from this paper

    Figures

    Explore Further: Topics Discussed in This Paper

    12 Citations
    Citation Type

    Citation Type

    Using Meta-Cognition for Regulating Explanatory Quality Through a Cognitive Architecture
    • 4
    • PDF
    Re-framing the characteristics of concepts and their relation to learning and cognition in artificial agents
    • 15
    • PDF
    Contemporary cognitive architectures: a comparative study of structures and adaptability
    • 1
    Modeling the Creation and Development of Cause-Effect Pairs for Explanation Generation in a Cognitive Architecture
    • 3
    • PDF
    How Can We Reduce the Gulf between Artificial and Natural Intelligence?
    • 5
    • PDF
    Using a Hybrid Cognitive Architecture to Model Children's Errors in an Analogy Task
    • 5
    • PDF
    The Case for Explicit Ethical Agents
    • 19
    KMARF: A Framework for Knowledge Management and Automated Reasoning
    • 3
    • PDF
    Dynamic representations : building knowledge through an active representational process based on deep generative models
    • PDF
    A Framework for Knowledge Management and Automated Reasoning Applied on Intelligent Transport Systems
    • 4
    • PDF

    References

    SHOWING 1-10 OF 36 REFERENCES
    Relational Reasoning in a Neurally Plausible Cognitive Architecture
    • 97
    • PDF
    Accounting for Similarity-Based Reasoning within a Cognitive Architecture
    • 4
    • PDF
    Accounting for a variety of reasoning data within a cognitive architecture
    • R. Sun, Xi Zhang
    • Computer Science
    • J. Exp. Theor. Artif. Intell.
    • 2006
    • 61
    Connectionist Models of Rule-Based ReasoningRon
    • 19
    From Simple Associations to Systemic Reasoning: A Connectionist Representation of Rules, Variables and Dynamic Bindings
    • 37
    Robust Reasoning: Integrating Rule-Based and Similarity-Based Reasoning
    • R. Sun
    • Mathematics, Computer Science
    • Artif. Intell.
    • 1995
    • 243
    • PDF
    A Connectionist Computational Model for Epistemic and Temporal Reasoning
    • 24
    Compositionality and Biologically Plausible Models
    • 23
    • PDF
    The Cambridge Handbook of Computational Psychology: Declarative/Logic-Based Cognitive Modeling
    • 50
    Dual-processing accounts of reasoning, judgment, and social cognition.
    • J. Evans
    • Psychology, Medicine
    • Annual review of psychology
    • 2008
    • 3,210
    • PDF