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World Model Optimization: Cost Function for Action Planning

An objective function C(f(x,a),y) that must be minimized with respect to a.
– x: current observation from sensors (or a prompt)
– a: imagined action sequence
– f(x,a): a model of the world that predicts the outcome of taking actions a
– C(f(x,a),y): a cost function measuring the

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