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...
Publications
Explore 1,330 academic publications
Showing 12 of
1,330 publications
UMAP: Uniform Manifold Approximation and Projection
Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear di...
Rough Sets: Theoretical Aspects of Reasoning about Data
I. Theoretical Foundations.- 1. Knowledge.- 1.1. Introduction.- 1.2. Knowledge and Classification.- 1.3. Knowledge Base.- 1.4. Equivalence, Generalization and Specialization of ...
The New Institutionalism in Organizational Analysis.
Long a fruitful area of scrutiny for students of organizations, the study of institutions is undergoing a renaissance in contemporary social science. This volume offers, for the...
Emotion Circuits in the Brain
The field of neuroscience has, after a long period of looking the other way, again embraced emotion as an important research area. Much of the progress has come from studies of ...
Interpretative Phenomenological Analysis: Theory, Method and Research
Interpretative phenomenological analysis (IPA) is an increasingly popular approach to qualitative inquiry. This handy text covers its theoretical foundations and provides a deta...
Reproduction in Education, Society and Culture
Preface to the Second Edition - Pierre Bourdieu Foreword - Tom Bottomore PART ONE: FOUNDATIONS OF A THEORY OF SYMBOLIC VIOLENCE PART TWO: KEEPING ORDER Cultural Capital and Peda...
Statistical Theories of Mental Test Scores
This is a reprint of the orginal book released in 1968. Our primary goal in this book is to sharpen the skill, sophistication, and in- tuition of the reader in the interpretatio...
Compilers: Principles, Techniques, and Tools
1 Introduction 1.1 Language Processors 1.2 The Structure of a Compiler 1.3 The Evolution of Programming Languages 1.4 The Science of Building a Compiler 1.5 Applications of Comp...
The Minimalist Program
A classic work that situates linguistic theory in the broader cognitive sciences, formulating and developing the minimalist program. In his foundational book, The Minimalist Pro...
Optical Coherence and Quantum Optics
This book presents a systematic account of optical coherence theory within the framework of classical optics, as applied to such topics as radiation from sources of different st...
Foundations of Social Theory
James S. Coleman. 1990 Foundations of Social Theory Cambridge, MA: Harvard University Press, xviii. 993 pp.