Notes
Slide Show
Outline
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Intentional Neurodynamic Systems
Can we --
  • Understand Them?
  • Build Them?
  • Become One?
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Beyond Bellman: Learning & Approximation for Optimal Management of Larger Complex Systems
  • Basic thrust is scientific. Bellman gives exact optima for 1 or 2 continuous state vars. New work allows 50-100 (thousands sometimes). Goal is to scale up in space and time -- the math we need to know to know how brains do it. And unify the recent progess.
  • Low lying fruit -- missile interception, vehicle/engine control, strategic games
  • Workshops: ADP02 in Mexico www.eas.asu.edu/~nsfadp; coordinated workshop on anticipatory optimization for power.
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      1971-2: Emergent Intelligence Is Possible
If We Allow Three Types of Neuron (Thesis,Roots)
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6 MegaChallenges for the 21st Century
  • Key Challenges To Basic Scientific Understanding:
    • What is Mind? (how to build/understand intelligence)
      • Basic Science of Mind: Up To the Highest Kind of General Intelligence We see in the Smallest Mouse
      • Middle Sci. Mind: from Mouse to “Sapient,” the level of full use of symbolic reasoning integrated with meaning/empathy (human brain is “new”, still halfway there in its evolution)
      • Higher Sci. of Mind: Principles of higher levels in intelligent systems design, like quantum, multimodular, soul
    • How does the Universe work? (Quantum physics...)
    • What is Life? (e.g., quantitative systems biotechnology)
  • Key Broader Challenges to Humanity:
    • Sustainable growth on earth
      • Global sustainable energy/environment & mid-term survival
      • “yin sustainability,” e.g. population, related women’s issues, peace
    • Cost-effective sustainable space settlement
    • Human potential  -- growth/learning in brain, soul, integration (body)