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After confirming the model, we analyze the problem and find that the problem has the following characteristics:
The system states are time-varying and hard to predict precisely and even unpredictable.
The state of the system changes with time and is unpredictable, so we can only use online algorithms to solve.
Current decisions will have long-term effects in the future, so our algorithms must be far-sighted.
The objective function is non-convex and the control decisions are discrete with large action space.
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IEEE/ICACT20230243 Slide.14
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