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Yann LeCun suggested that we should search for the “Aerodynamics” of artificial intelligence and establish a world model. We answer this question from John von Neumann’s Prospective. We propose the Strategic Correlativity Principle(SCP ), a kind of second-order structure in Hamiltonian and potential Gamedynamics as a starting point and apply it to solve the challenge in No-Regret and the Exploration-Exploitation problem in Multi-Agent Deep Reinforcement Learning. We also propose some open problems, i.e. , three laws of gamedynamics:Population Conservation Law;Information Conservation Law and Coordination Conservation Law.
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