Volatility promotes exploration and stochasticity suppresses it in Gaussian state-space bandits, shown by extending Gittins indices and deriving the CAUSE exploration bonus via control-as-inference.
Pavlovian conditioning–induced hal- lucinations result from overweighting of perceptual priors.Science, 357(6351):596–600, 2017
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Not all uncertainty is alike: volatility, stochasticity, and exploration
Volatility promotes exploration and stochasticity suppresses it in Gaussian state-space bandits, shown by extending Gittins indices and deriving the CAUSE exploration bonus via control-as-inference.