Learning control systems--Review and outlook
Data up to Jan 2025
Total Citations Per Year
Abstract
References (59)
Fuzzy sets
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Stochastic models for learning.
1955 • 1,540 citations
Theoretical Foundations of the Potential Function Method in Pattern Recognition Learning
1964 • 1,508 citations
Probabilistic automata
1963 • 609 citations
Identifiability of Finite Mixtures
1963 • 515 citations
Sequential Methods in Pattern Recognition and Machine Learning
1968 • 431 citations
Advances in Control Systems
1966 • 430 citations
Decision-Making Processes in Pattern Recognition
1963 • 404 citations
Heuristic self-organization in problems of engineering cybernetics
1970 • 380 citations
An optimum character recognition system using decision functions
1957 • 361 citations
Adaptation and Learning in Automatic Systems
1971 • 305 citations
A Formulation of Fuzzy Automata and Its Application as a Model of Learning Systems
1969 • 266 citations
Learning without a teacher
1966 • 187 citations
A heuristic approach to reinforcement learning control systems
1965 • 145 citations
Learning to recognize patterns without a teacher
1967 • 133 citations
Computer and Information Sciences
1966 • 121 citations
On Optimal Stopping Rules
1985 • 108 citations
On optimal stopping rules
1963 • 105 citations
Some aspects of probabilistic automata
1966 • 100 citations
A variable structure automaton used as a multimodal searching technique
1966 • 90 citations
Learning to recognize patterns in a random environment
1962 • 87 citations
On pattern classification algorithms introduction and survey
1968 • 79 citations
A note on learning for Gaussian properties
1965 • 73 citations
Computer and Information Sciences–1969
1971 • 72 citations
A note on the iterative application of Bayes' rule
1965 • 68 citations
An algorithm for learning without external supervision and its application to learning control systems
1966 • 67 citations
Learning systems for automatic control
1966 • 62 citations
Self-learning--What is it?
1968 • 56 citations
Learning Control Systems
1969 • 55 citations
On Bayesian Learning and Stochastic Approximation
1967 • 50 citations
Stochastic Approximation Algorithms for System Identification, Estimation, and Decomposition of Mixtures
1969 • 50 citations
A stochastic automaton model for the synthesis of learning systems
1966 • 44 citations
On pattern classification algorithms--Introduction and survey
1968 • 40 citations
A Dynamic Programming Approach to Sequential Pattern Recognition
1967 • 40 citations
Formulation of learning automata and automata games
1969 • 40 citations
An adaptive automaton controller for discrete-time markov processes
1969 • 36 citations
Stochastic Automata Games
1969 • 32 citations
A modified sequential recognition machine using time-varying stopping boundaries
1966 • 32 citations
On some reinforcement techniques and their relation to the stochastic approximation
1966 • 26 citations
Adaptive Global Search in a Time-Variant Environment Using a Probabilistic Automaton with Pattern Recognition Supervision
1970 • 22 citations
Stochastic Learning of Time-Varying Parameters in Random Environment
1969 • 18 citations
Statistical Decision Theory in Adaptive Control Systems
1967 • 16 citations
Decision-making in adaptive control systems
1962 • 16 citations
On the choice of subgoals for learning control systems
1968 • 14 citations
Applications of artificial intelligence techniques to a spacecraft control problem
1967 • 12 citations
Survey of learning control systems for space vehicle applications
1966 • 11 citations
Advances in information systems science
1970 • 10 citations
Learning control heuristics
1968 • 10 citations
A two-stage learning control system
1970 • 9 citations
Steps toward learning control
1966 • 9 citations
An empirical Bayes approach to adaptive control
1965 • 8 citations
Learning bang-bang regulators
1968 • 8 citations
A learning control system using stochastic approximation for hill-climbing
1965 • 7 citations
On the selection of a subgoal and the use of a priori information in learning control systems
1969 • 6 citations
Calamity Detection Using Nonparametric Statistics
1969 • 6 citations
On expediency and convergence in variable structure automata
1966 • 4 citations
Learning control of valve actuators in direct digital control systems
1967 • 4 citations
An adaptive automaton controller for discrete-time Markov processes
1969 • 3 citations
Learning system heuristics
1966 • 3 citations
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