Reinforcement Learning: A Tutorial Survey and Recent Advances

Article Properties
  • Language
    English
  • DOI (url)
    10.1287/ijoc.1080.0305
  • Publication Date
    2009/05/01
  • Journal
    INFORMS Journal on Computing
  • Indian UGC (journal)
  • Refrences
    128
  • Citations
    118
  • Abhijit Gosavi Department of Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, Missouri 65409
Abstract
Cite
Gosavi, Abhijit. “Reinforcement Learning: A Tutorial Survey and Recent Advances”. INFORMS Journal on Computing, vol. 21, no. 2, 2009, pp. 178-92, https://doi.org/10.1287/ijoc.1080.0305.
Gosavi, A. (2009). Reinforcement Learning: A Tutorial Survey and Recent Advances. INFORMS Journal on Computing, 21(2), 178-192. https://doi.org/10.1287/ijoc.1080.0305
Gosavi A. Reinforcement Learning: A Tutorial Survey and Recent Advances. INFORMS Journal on Computing. 2009;21(2):178-92.
Journal Categories
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
Computer software
Technology
Electrical engineering
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Nuclear engineering
Electronics
Computer engineering
Computer hardware
Technology
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Refrences
Title Journal Journal Categories Citations Publication Date
10.1007/BFb0015103 1997
10.1007/BFb0015103 2006
10.1007/BFb0015103 2003
10.1007/BFb0015103 2003
10.1007/BFb0015103 2002
Citations
Title Journal Journal Categories Citations Publication Date
Deep reinforcement learning based on balanced stratified prioritized experience replay for customer credit scoring in peer-to-peer lending

 Artificial Intelligence Review
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  • Technology: Mechanical engineering and machinery
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  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
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Improved Exploration Strategy for Q-Learning Based Multipath Routing in SDN Networks Journal of Network and Systems Management
  • Science: Science (General): Cybernetics: Information theory
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication
  • Technology: Technology (General): Industrial engineering. Management engineering: Information technology
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2024
Enhancing cooperative evolution in spatial public goods game by particle swarm optimization based on exploration and q-learning Applied Mathematics and Computation
  • Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods
  • Science: Mathematics
 1 2024
A Q-learning algorithm for Markov decision processes with continuous state spaces Systems & Control Letters
  • Technology: Mechanical engineering and machinery
  • Technology: Manufactures: Production management. Operations management
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
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Reinforcement learning for freight booking control problems Journal of Revenue and Pricing Management
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Citations Analysis
Category Category Repetition
Technology: Engineering (General). Civil engineering (General)42
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics41
Science: Mathematics: Instruments and machines: Electronic computers. Computer science40
Technology: Mechanical engineering and machinery34
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks30
Technology: Technology (General): Industrial engineering. Management engineering: Information technology18
Technology: Manufactures: Production management. Operations management18
Science: Science (General): Cybernetics: Information theory17
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication17
Technology: Technology (General): Industrial engineering. Management engineering10
Science: Mathematics9
Technology: Electrical engineering. Electronics. Nuclear engineering7
Science: Physics6
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware6
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software5
Social Sciences: Commerce: Business: Personnel management. Employment management5
Science: Chemistry4
Technology: Environmental technology. Sanitary engineering4
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry4
Technology: Engineering (General). Civil engineering (General): Transportation engineering4
Technology: Manufactures3
Technology: Chemical technology3
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials3
Technology: Mechanical engineering and machinery: Renewable energy sources3
Geography. Anthropology. Recreation: Environmental sciences3
Social Sciences3
Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods3
Science: Biology (General)2
Social Sciences: Industries. Land use. Labor: Special industries and trades: Energy industries. Energy policy. Fuel trade2
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry2
Social Sciences: Commerce: Business2
Social Sciences: Industries. Land use. Labor2
Social Sciences: Transportation and communications2
Science: Chemistry: Physical and theoretical chemistry1
Technology: Engineering (General). Civil engineering (General): Mechanics of engineering. Applied mechanics1
Medicine: Internal medicine: Special situations and conditions1
Medicine: Internal medicine: Medical emergencies. Critical care. Intensive care. First aid1
Medicine: Surgery: Anesthesiology1
Medicine: Medicine (General)1
Education1
Education: Theory and practice of education1
Science: Chemistry: General. Including alchemy1
Science: Biology (General): Ecology1
Science: Chemistry: Analytical chemistry1
Science: Mathematics: Instruments and machines1
Technology: Chemical technology: Chemical engineering1
Technology: Motor vehicles. Aeronautics. Astronautics1
Science1
Social Sciences: Industries. Land use. Labor: Management. Industrial management1
Social Sciences: Economic theory. Demography: Economics as a science1
Geography. Anthropology. Recreation: Human ecology. Anthropogeography: Settlements: Cities. Urban geography1
Social Sciences: Communities. Classes. Races: Urban groups. The city. Urban sociology1
Political science: Political institutions and public administration (General)1
Technology: Electrical engineering. Electronics. Nuclear engineering: Nuclear engineering. Atomic power1
Naval Science: Naval architecture. Shipbuilding. Marine engineering1
Geography. Anthropology. Recreation: Oceanography1
Naval Science1
Technology: Ocean engineering1
Agriculture: Aquaculture. Fisheries. Angling1
Science: Geology1
Social Sciences: Statistics1
Philosophy. Psychology. Religion: Psychology1
Technology: Engineering (General). Civil engineering (General): Environmental engineering1
Science: Mathematics: Probabilities. Mathematical statistics1
Social Sciences: Finance1
Language and Literature: Philology. Linguistics: Computational linguistics. Natural language processing1
The category Technology: Engineering (General). Civil engineering (General) 42 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Multiple Model-Based Control Using Finite Controlled Markov Chains and was published in 2009. The most recent citation comes from a 2024 study titled Safe Reinforcement Learning for Arm Manipulation with Constrained Markov Decision Process. This article reached its peak citation in 2021, with 24 citations. It has been cited in 91 different journals, 14% of which are open access. Among related journals, the IEEE Access cited this research the most, with 6 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year