conftrace_

dynamic belief model

3 papers

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Also known as

DBM

Co-occurring keywords

bayesian inference (1907) cognitive modeling (198) environmental regularity (1) pessimism bia (1) reward expectation (1) volatility detection (1) learning rate (192) probabilistic model (476) multi-armed bandit (1098) trial sequence (1)

Papers

Why so gloomy? A Bayesian explanation of human pessimism bias in the multi-armed bandit task NIPS 2018
Demystifying excessively volatile human learning: A Bayesian persistent prior and a neural approximation NIPS 2018
Sequential effects reflect parallel learning of multiple environmental regularities NIPS 2009