Impact in Reinforcement Learning in Robotics Decision-Making and Behavioral Economics Papers in i Reinforcement Learning in Robotics 4 Neural Networks and Applications 3 Metaheuristic Optimization Algorithms Research 1 Power Systems and Renewable Energy 1 show more fields Overview Impact Hit Papers Peers Geography Research Space Co-Authors Works Andy Barto's Hit Papers Reinforcement Learning: An Introduction 1998 · 22.1k citations
22.1k 0 +9 +18 Years since publication 5k 10k 15k 20k Peers Andy Barto
Comparison fields: 5 of 190 Artificial Intelligence 8.8k General Decision Sciences 530 Cognitive Neuroscience 2.3k Computer Networks and Communications 2.4k Computational Theory and Mathematics 1.6k Control and Systems Engineering 1.7k Industrial and Manufacturing Engineering 574 Management Science and Operations Research 952 Automotive Engineering 462 Computer Vision and Pattern Recognition 901 Electrical and Electronic Engineering 2k Cellular and Molecular Neuroscience 571 Health Informatics 80 Aerospace Engineering 848 Information Systems 827 Hardware and Architecture 232 Software 119 Ocean Engineering 313 Management Information Systems 203 Building and Construction 264 Transportation 108 Social Psychology 369 Developmental Biology 35 Computer Science Applications 89 Applied Psychology 80 Experimental and Cognitive Psychology 227 Statistical and Nonlinear Physics 145 Safety, Risk, Reliability and Quality 127 Statistics and Probability 153 Developmental and Educational Psychology 184 Safety Research 144 Energy Engineering and Power Technology 30 Biomedical Engineering 367 Human-Computer Interaction 62 Signal Processing 65 Health Information Management 64 Finance 71 Mechanical Engineering 194 Marketing 47 Civil and Structural Engineering 114 Computational Mathematics 3 Sociology and Political Science 246 Organizational Behavior and Human Resource Management 62 Numerical Analysis 21 Neurology 62 Modeling and Simulation 22 Computer Graphics and Computer-Aided Design 20 Economics and Econometrics 123 History and Philosophy of Science 48 Architecture 19 Clinical Psychology 85 Rehabilitation 22 Cultural Studies 38 Biological Psychiatry 4 Psychiatry and Mental health 53 Strategy and Management 50 Management of Technology and Innovation 23 Media Technology 24 Condensed Matter Physics 31 Computational Mechanics 57 Statistics, Probability and Uncertainty 21 Emergency Medical Services 16 Renewable Energy, Sustainability and the Environment 39 Radiation 20 General Psychology 5 Information Systems and Management 21 Neuropsychology and Physiological Psychology 6 Environmental Engineering 25 Anesthesiology and Pain Medicine 13 Philosophy 33 General Health Professions 41 Radiology, Nuclear Medicine and Imaging 40 Occupational Therapy 12 Global and Planetary Change 36 Neurology 13 Accounting 21 Physical Therapy, Sports Therapy and Rehabilitation 10 Insect Science 17 Atomic and Molecular Physics, and Optics 51 Language and Linguistics 24 Materials Chemistry 62 Molecular Biology 92 Behavioral Neuroscience 4 Management, Monitoring, Policy and Law 17 Human Factors and Ergonomics 6 Aging 2 Ecology, Evolution, Behavior and Systematics 21 Endocrinology, Diabetes and Metabolism 19 Pollution 13 Epidemiology 35 Geography, Planning and Development 8 Plant Science 43 Public Health, Environmental and Occupational Health 36 Radiological and Ultrasound Technology 4 Sensory Systems 5 Space and Planetary Science 1 Waste Management and Disposal 6 Structural Biology 2 Earth-Surface Processes 7 Business and International Management 1 Acoustics and Ultrasonics 1 Soil Science 11 Instrumentation 2 Electronic, Optical and Magnetic Materials 13 Physiology 19 Nuclear and High Energy Physics 13 Pharmacology 11 Endocrine and Autonomic Systems 4 Water Science and Technology 12 Biophysics 5 Education 26 Genetics 20 General Energy 1 Ecology 14 Museology 3 Nutrition and Dietetics 7 Hematology 7 Mathematical Physics 6 General Economics, Econometrics and Finance 5 Nephrology 5 Political Science and International Relations 18 General Social Sciences 2 Nature and Landscape Conservation 5 Cardiology and Cardiovascular Medicine 11 Issues, ethics and legal aspects 1 Atmospheric Science 6 Health, Toxicology and Mutagenesis 6 Applied Microbiology and Biotechnology 1 Speech and Hearing 2 Mechanics of Materials 9 Ecological Modeling 1 Catalysis 2 Pediatrics, Perinatology and Child Health 5 Fluid Flow and Transfer Processes 3 Geophysics 5 Analytical Chemistry 4 Linguistics and Language 2 General Agricultural and Biological Sciences 3 Environmental Chemistry 3 Orthopedics and Sports Medicine 3 Applied Mathematics 5 Surgery 14 Geochemistry and Petrology 2 Developmental Neuroscience 1 Communication 3 Oncology 7 Food Science 6 Electrochemistry 1 Surfaces, Coatings and Films 2 Molecular Medicine 2 Literature and Literary Theory 6 Cell Biology 4 Astronomy and Astrophysics 6 Research and Theory 1 Pharmacy 1 Oceanography 3 Demography 3 Emergency Medicine 2 Biomaterials 3 Small Animals 2 Virology 1 Cancer Research 3 Animal Science and Zoology 2 Conservation 1 Paleontology 2 Ophthalmology 2 Law 3 Toxicology 1 Physical and Theoretical Chemistry 2 Agronomy and Crop Science 2 Pathology and Forensic Medicine 3 Music 1 Gender Studies 2 Pulmonary and Respiratory Medicine 5 Geology 1 Public Administration 1 Aquatic Science 1 Health 1 Complementary and alternative medicine 1 Pharmacology 1 Immunology 2 Reproductive Medicine 1 Geometry and Topology 1 Visual Arts and Performing Arts 1 Archeology 1 Polymers and Plastics 1 Rheumatology 1 Spectroscopy 1 Infectious Diseases 1 Organic Chemistry 1
Artificial Intelligence 8.8k General Decision Sciences 530 Cognitive Neuroscience 2.3k Computer Networks and Communications 2.4k Computational Theory and Mathematics 1.6k Andrew G. Barto United States
Dharshan Kumaran United Kingdom
Michael L. Littman United States
Leslie Pack Kaelbling United States
Satinder Pal Singh United States
Arthur Guez United Kingdom
Nils J. Nilsson United States
Stephen Grossberg United States
Christopher J. C. H. Watkins United Kingdom
This map shows the geographic impact of Andy Barto's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Andy Barto with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andy Barto more than expected).
This network shows the impact of papers produced by Andy Barto. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Andy Barto. The network helps show where Andy Barto may publish in the future.
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Andy Barto links everyone, so they are left out of the graph.
About Andy Barto Andy Barto is a scholar working on Artificial Intelligence , Energy Engineering and Power Technology , Industrial and Manufacturing Engineering , Electrical and Electronic Engineering and Biomedical Engineering , having authored 9 papers that have together received 22.3k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (4 papers), Neural Networks and Applications (3 papers), Power Systems and Renewable Energy (1 paper), Advanced Memory and Neural Computing (1 paper), Frequency Control in Power Systems (1 paper), Analog and Mixed-Signal Circuit Design (1 paper), Power System Optimization and Stability (1 paper) and Metaheuristic Optimization Algorithms Research (1 paper). The work is most often cited by research in Artificial Intelligence (8.8k citations), General Decision Sciences (530 citations), Cognitive Neuroscience (2.3k citations), Computer Networks and Communications (2.4k citations) and Computational Theory and Mathematics (1.6k citations). Andy Barto has collaborated with scholars based in United States . Frequent co-authors include Richard S. Sutton , Michael T. Rosenstein , Michael I. Jordan , Robert A. Jacobs , Donald Wunsch , Warren B. Powell , Andrew G. Barto , Jennie Si , Ivon Arroyo and Sridhar Mahadevan . Their work appears in journals such as Cognitive Science , Lecture notes in computer science , PubMed and IEEE Transactions on Neural Networks .
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Explore authors with similar magnitude of impact Breakdown of academic impact, for papers by Andrew G. Barto Breakdown of academic impact, for papers by Dharshan Kumaran Breakdown of academic impact, for papers by Richard S. Sutton Breakdown of academic impact, for papers by Michael L. Littman Breakdown of academic impact, for papers by Leslie Pack Kaelbling Breakdown of academic impact, for papers by Satinder Pal Singh Breakdown of academic impact, for papers by Arthur Guez Breakdown of academic impact, for papers by Nils J. Nilsson Breakdown of academic impact, for papers by Stephen Grossberg Breakdown of academic impact, for papers by Christopher J. C. H. Watkins