Humans rely on episodic memory constantly, in remembering the name of someone they met 10 minutes ago, the plot of a movie as it unfolds, or where they parked the car. Endowing reinforcement learning agents with episodic memory is a key step on the path toward replicating human-like general intelligence. We analyze why standard RL agents lack episodic memory today, and why existing RL tasks do ...

memory is not a single entity. it is a gift of mother nature, the ability of living organisms to retain and to utilize acquired knowl- edge. memory is precisely related to learning, in that memory in biolog- ical systems entails learning and that learning implies retention of such information. memory can be divided into multifaceted systems. the renaissance of encephalon compatible learning app...

Recollection of previously experienced events is a key element of human memory that entails recovery of spatial, perceptual, and mental state details. While deficits in this capacity in association with brain disease have serious functional consequences, little is known about individual differences in autobiographical memory (AM) in healthy individuals. Recently, healthy adults with highly supe...

Within dual-process accounts of recognition memory, familiarity (as opposed to recollection) is often referred to as a rather automatic and context-free process. Thus, in episodic object recognition, familiarity and its electrophysiological ERP signature are supposed to index prior occurrence of an object independent of the context the object was originally encountered in, e.g., [Ecker, U.K.H.,...

A family of mem-models, including the mem-dashpots, mem-springs, and most recently, mem-inerters, is emerging as a new powerful way capturing complex nonlinear behaviors materials systems under various types dynamic loads involving different frequency, amplitude, loading histories (e.g., hysteresis). Under framework state-space representation hybrid dynamical systems, mem-springs may be formula...

consistent with the cognitive map theory characterization Department of Anatomy and Developmental of hippocampal function (O'Keefe and Nadel, 1978, 1979). Biology The cognitive map theory proposes that the hippo-University College London campus of rats and other animals represents their envi-17 Queen Square ronments, locations within those environments, and London WC1N 3AR their contents, thus ...

The relationship between the serum factor(s)-mediated induction of low-density lipoprotein (LDL) receptor activity and changes in cellular cholesterol metabolism was examined in the human hepatoma cell line Hep-G2. Relative to incubation with serum-free media [Eagle's minimal essential medium (MEM) control], short-term (less than 8 h) incubation with medium containing 15% of either calf serum (...