We propose an explainable reinforcement learning (XRL) framework that analyzes an
agent's history of interaction with the environment to extract interestingness elements that …

Distinct scientific theories can make similar predictions. To adjudicate between theories, we
must design experiments for which the theories make distinct predictions. Here we consider …

Accounts of decision-making and its neural substrates have long posited the operation of
separate, competing valuation systems in the control of choice behavior. Recent theoretical …

When we remember events, we often do not only recall individual events, but also the
connections between them. However, extant research has focused on how humans segment …

Recent findings suggest that the contents of memory encoding and retrieval can be decoded
from the angular gyrus (ANG), a subregion of posterior lateral parietal cortex. However …

We must often infer latent properties of the world from noisy and changing observations.
Complex, probabilistic approaches to this challenge such as Bayesian inference are …

The administration of behavioral and experimental paradigms for psychology research is
hindered by lack of a coordinated effort to develop and deploy standardized paradigms …

Older adults perform worse than younger adults in some complex decision-making
scenarios, which is commonly attributed to age-related declines in striatal and frontostriatal …

Abstract The Winograd Schema Challenge (WSC) is a pronoun resolution task for which
deep semantic knowledge is required to achieve high performance. Until now it has been …

Neuroimaging studies of human memory have consistently found that univariate responses
in parietal cortex track episodic experience with stimuli (whether stimuli are'old'or'new') …