Impact in Reinforcement Learning in Robotics Evolutionary Algorithms and Applications Papers in i Intelligent Tutoring Systems and Adaptive Learning 1 AI-based Problem Solving and Planning 1 Bayesian Modeling and Causal Inference 1 Reinforcement Learning in Robotics 1 Transportation and Mobility Innovations 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 · 21.5k citations
21.5k 0 +9 +18 Years since publication 5.0k 10.0k 15.0k 20.0k Peers Andy Barto
Comparison fields: 5 of 200 Artificial Intelligence 9.0k General Decision Sciences 395 Control and Systems Engineering 3.9k Computer Networks and Communications 3.9k Management Science and Operations Research 1.9k Cognitive Neuroscience 2.7k Computational Theory and Mathematics 2.4k Computer Vision and Pattern Recognition 2.0k Automotive Engineering 1.1k Industrial and Manufacturing Engineering 774 Electrical and Electronic Engineering 3.9k Transportation 399 Software 230 Computer Science Applications 293 Building and Construction 691 Aerospace Engineering 1.2k Applied Psychology 219 Information Systems 1.1k Cellular and Molecular Neuroscience 727 Safety Research 351 Signal Processing 442 Management Information Systems 363 Developmental and Educational Psychology 470 Health Informatics 48 Experimental and Cognitive Psychology 438 Statistical and Nonlinear Physics 406 Ocean Engineering 433 Social Psychology 561 Hardware and Architecture 179 Biomedical Engineering 1.0k Developmental Biology 45 Statistics and Probability 164 Marketing 176 Economics and Econometrics 483 Finance 168 Computational Mathematics 10 Human-Computer Interaction 97 Safety, Risk, Reliability and Quality 148 Mechanical Engineering 574 Energy Engineering and Power Technology 41 Sociology and Political Science 575 Sensory Systems 54 Behavioral Neuroscience 38 Statistics, Probability and Uncertainty 73 Cultural Studies 76 Molecular Biology 566 Renewable Energy, Sustainability and the Environment 138 Computational Mechanics 174 Media Technology 73 Health Information Management 35 Modeling and Simulation 35 Medical Laboratory Technology 11 Civil and Structural Engineering 164 Information Systems and Management 52 Architecture 11 Neurology 53 Clinical Psychology 135 Strategy and Management 109 Cell Biology 100 Psychiatry and Mental health 83 Neurology 83 Management of Technology and Innovation 47 Environmental Engineering 80 Physical Therapy, Sports Therapy and Rehabilitation 23 Ecology, Evolution, Behavior and Systematics 98 Computer Graphics and Computer-Aided Design 18 Rehabilitation 28 History and Philosophy of Science 24 Radiology, Nuclear Medicine and Imaging 93 Neuropsychology and Physiological Psychology 6 Condensed Matter Physics 47 Numerical Analysis 22 Genetics 105 Global and Planetary Change 81 Acoustics and Ultrasonics 3 Emergency Medical Services 20 Biological Psychiatry 7 General Economics, Econometrics and Finance 27 Biophysics 17 Water Science and Technology 41 Atomic and Molecular Physics, and Optics 90 Cardiology and Cardiovascular Medicine 54 Accounting 32 Insect Science 32 Endocrine and Autonomic Systems 15 Public Health, Environmental and Occupational Health 62 Business and International Management 5 Organizational Behavior and Human Resource Management 24 Geology 13 Philosophy 27 Materials Chemistry 104 General Health Professions 51 Infectious Diseases 37 Critical Care and Intensive Care Medicine 9 Radiological and Ultrasound Technology 10 Anesthesiology and Pain Medicine 10 Language and Linguistics 24 Ecological Modeling 9 Instrumentation 7 Ecology 48 Radiation 15 Communication 13 Epidemiology 52 Geography, Planning and Development 10 Plant Science 62 Soil Science 16 Urban Studies 10 Developmental Neuroscience 6 Demography 19 Orthopedics and Sports Medicine 12 Mechanics of Materials 39 Management, Monitoring, Policy and Law 19 Discrete Mathematics and Combinatorics 5 Pharmacology 23 Endocrinology, Diabetes and Metabolism 22 Pollution 17 Nature and Landscape Conservation 18 Astronomy and Astrophysics 24 Analytical Chemistry 14 Pharmacy 6 Electronic, Optical and Magnetic Materials 24 Ophthalmology 10 Education 36 Aging 2 Nuclear and High Energy Physics 15 Genetics 11 Fluid Flow and Transfer Processes 7 Small Animals 8 Surgery 41 Occupational Therapy 4 Emergency Medicine 8 Speech and Hearing 6 Geriatrics and Gerontology 3 Pharmacology 8 General Energy 1 General Social Sciences 3 Health, Toxicology and Mutagenesis 12 Physiology 21 Gender Studies 8 Human Factors and Ergonomics 2 Paleontology 6 Linguistics and Language 4 Development 3 Hematology 8 Literature and Literary Theory 9 Nutrition and Dietetics 11 Cancer Research 10 General Psychology 1 Atmospheric Science 13 Space and Planetary Science 1 Structural Biology 1 Pathology and Forensic Medicine 11 Geophysics 9 Food Science 12 Tourism, Leisure and Hospitality Management 1 Nephrology 4 Family Practice 1 Music 2 Surfaces, Coatings and Films 4 Pulmonary and Respiratory Medicine 16 Environmental Chemistry 5 General Agricultural and Biological Sciences 4 Virology 2 Oncology 11 Geometry and Topology 4 Catalysis 3 Transplantation 1 Oceanography 5 Endocrinology 2 Animal Science and Zoology 4 Visual Arts and Performing Arts 2 Biomaterials 5 Spectroscopy 6 Bioengineering 2 Pediatrics, Perinatology and Child Health 6 Political Science and International Relations 9 Toxicology 1 Rheumatology 4 Agronomy and Crop Science 3 Earth-Surface Processes 2 Applied Mathematics 3 Complementary and alternative medicine 2 Forestry 1 Mathematical Physics 2 Molecular Medicine 1 Immunology 4 Organic Chemistry 5 Ceramics and Composites 1 Microbiology 1 Electrochemistry 1 Hepatology 1 Polymers and Plastics 2 Biochemistry 1 Health 1 Reproductive Medicine 1 Biotechnology 1 Industrial and Manufacturing Engineering 1 Physical and Theoretical Chemistry 1 Law 1 Archeology 1
Artificial Intelligence 9.0k General Decision Sciences 395 Control and Systems Engineering 3.9k Computer Networks and Communications 3.9k Management Science and Operations Research 1.9k Andrew G. Barto United States
Dharshan Kumaran United Kingdom
Michael L. Littman United States
Leslie Pack Kaelbling United States
Timothy Lillicrap United Kingdom
Satinder Singh United States
Stuart Russell United States
Arthur Guez 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 , Automotive Engineering , Control and Systems Engineering , Electrical and Electronic Engineering and Industrial and Manufacturing Engineering , having authored 8 papers that have together received 21.7k indexed citations. Recurring topics across this work include Intelligent Tutoring Systems and Adaptive Learning (1 paper), AI-based Problem Solving and Planning (1 paper), Transportation and Mobility Innovations (1 paper), Bayesian Modeling and Causal Inference (1 paper), Vehicle Routing Optimization Methods (1 paper), Smart Grid Security and Resilience (1 paper), Smart Grid Energy Management (1 paper) and Reinforcement Learning in Robotics (1 paper). The work is most often cited by research in Artificial Intelligence (9.0k citations), General Decision Sciences (395 citations), Control and Systems Engineering (3.9k citations), Computer Networks and Communications (3.9k citations) and Management Science and Operations Research (1.9k citations). Andy Barto has collaborated with scholars based in United States . Frequent co-authors include Richard S. Sutton , Michael T. Rosenstein , Donald C. Wunsch , Jennie Si , Warren B. Powell , Andrew G. Barto , Ivon Arroyo , Beverly Park Woolf , Sridhar Mahadevan and James A. Momoh . Their work appears in journals such as Lecture notes in computer science , PubMed and IEEE Transactions on Neural Networks .
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