Bayesian deep Q-learning exhibits a cold posterior effect, caused partly by misspecified Gaussian priors, and Laplace or meta-learned priors improve performance.
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Priors Matter: Addressing Misspecification in Bayesian Deep Q-Learning
Bayesian deep Q-learning exhibits a cold posterior effect, caused partly by misspecified Gaussian priors, and Laplace or meta-learned priors improve performance.