Unverified50% confidenceFactExact time
The paper proposes the Q-adaptive guidance method, which models the choice of guidance weights as a Markov decision process and fits it with an exactly measurable action value function.
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50%
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10/30/2026
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UnverifiedQ-adaptive guidance, by freezing the expert policy and fixing the noise, applies a weight at a certain step and uses the current controller to complete the remaining planning, thereby exactly measuring the true value of that weight.77% similarUnverified作者认为决定最终优化效果的主要是提示词和使用的大模型型号，提示词越具体Agent执行越到位75% similarUnverifiedThe Bayesian decision theory framework naturally supports extension to more than two actions and can be used to model cost-sensitive decisions involving actions such as accept, repair, acquire more evidence, escalate to a human, and reject.73% similarUnverifiedThe creator records and provides the conclusion: the parameters model packages the decision model in the form of a package.71% similarUnverifiedThe decision flow controller learns from guideline-derived supervision to generate multiple reasonable decision flows.71% similar
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