Reinforcement Learning: A Survey
This paper surveys the field of reinforcement learning from a computer-science perspective. It is written to be accessible to researchers familiar with machine learning. Both th...
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4,766 publications
Kinetics of Phase Change. II Transformation-Time Relations for Random Distribution of Nuclei
Following upon the general theory in Part I, a considerable simplification is here introduced in the treatment of the case where the grain centers of the new phase are randomly ...
Economic Growth in a Cross Section of Countries
In neoclassical growth models with diminishing returns to capital, a country's per capita growth rate tends to be inversely related to its initial level of income per person.Thi...
A Rating Scale for Mania: Reliability, Validity and Sensitivity
Summary An eleven item clinician-administered Mania Rating Scale (MRS) is introduced, and its reliability, validity and sensitivity are examined. There was a high correlation be...
A Theory of the Term Structure of Interest Rates
This paper uses an intertemporal general equilibrium asset pricing model to study the term structure of interest rates. In this model, anticipations, risk aversion, investment a...
Markov Decision Processes: Discrete Stochastic Dynamic Programming.
From the Publisher: The past decade has seen considerable theoretical and applied research on Markov decision processes, as well as the growing use of these models in ecology, ...
The Graph Neural Network Model
Many underlying relationships among data in several areas of science and engineering, e.g., computer vision, molecular chemistry, molecular biology, pattern recognition, and dat...
Asylums: Essays on the Social Situation of Mental Patients and Other Inmates.
A total institution is defined by Goffman as a place of residence and work where a large number of like-situated, individuals, cut off from the wider society for an appreciable ...
Aging: A Theory Based on Free Radical and Radiation Chemistry
The phenomenon of growth, decline and death—aging—has been the source of considerable speculation (1, 8, 10). This cycle seems to be a more or less direct function of the metabo...