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Dynamics of Learning

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Title: ABC Information Share Author: SCHAFER CORP Last modified by: James P. Crutchfield Created Date: 10/27/1999 1:48:08 PM Document presentation format – PowerPoint PPT presentation

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Title: Dynamics of Learning


1
Dynamics of Learning Distributed Adaptation
James P. Crutchfield, Santa Fe Institute
  • Game-Theoretic Multi-Agent Systems
  • Rich Dynamics
  • Oscillations
  • Chaos
  • New Ideas
  • Predictive theory of agent learning
  • Quantify the emergence of coordination
  • Determine how much group functionality is due to
    individual agents and to group structure
  • Measure degree of robustness and intrinsic
    unpredictability
  • Impact
  • Principled and Systematic MAS Science and
    Engineering
  • Analyze Existing MASs for Potential Instability
    and Control
  • Real-time Monitoring of MAS Performance
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