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1

Learning Automata - A Survey

Narendra, Kumpati S., Thathachar, M. A. L.

Journal:

IEEE Transactions on Systems Man and Cybernetics

Year:

1974

Language:

english

File:

PDF, 2.73 MB

english, 1974

2

Stability of a class of multiplicative nonlinear systems

Satyanarayana, N., Thathachar, M., Srinath, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1970

Language:

english

File:

PDF, 429 KB

english, 1970

3

Some aspects of the Lur'e problem

M. Thathachar, M. Srinath

Journal:

IEEE Transactions on Automatic Control

Year:

1967

Language:

english

File:

PDF, 288 KB

english, 1967

4

On the positivity and stability of non-stationary systems

M.K. Sundareshan, M.A.L. Thathachar

Journal:

Journal of the Franklin Institute

Year:

1976

Language:

english

File:

PDF, 706 KB

english, 1976

5

Improved conditions for the<tex>L</tex><inf>2</inf>-stability of nonstationary feedback systems

Sundareshan, M., Thathachar, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1973

Language:

english

File:

PDF, 207 KB

english, 1973

6

Learning the global maximum with parameterized learning automata

Thathachar, M.A.L., Phansalkar, V.V.

Journal:

IEEE Transactions on Neural Networks

Year:

1995

Language:

english

File:

PDF, 797 KB

english, 1995

7

Learning automata in feedforward connectionist systems

PHANSALKAR, V. V., THATHACHAR, A. L.

Journal:

International Journal of Systems Science

Year:

1996

Language:

english

File:

PDF, 290 KB

english, 1996

8

Stability with nonlinearity in a sector

Thathachar, M., Srinath, M., Krishna, G.

Journal:

IEEE Transactions on Automatic Control

Year:

1966

Language:

english

File:

PDF, 182 KB

english, 1966

9

On a modified Lur'e problem

Thathachar, M., Srinath, M., Ramapriyan, H.

Journal:

IEEE Transactions on Automatic Control

Year:

1967

Language:

english

File:

PDF, 876 KB

english, 1967

10

Average variation<tex>L_{2}</tex>-stability criteria for time-varying feedback systems--A unified approach

Sundareshan, M., Thathachar, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1974

Language:

english

File:

PDF, 376 KB

english, 1974

11

Time-varying system stability-interchangeability of the bounds on the logarithmic variation of gain

Sundareshan, M., Thathachar, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1973

Language:

english

File:

PDF, 334 KB

english, 1973

12

Generalized factorizability conditions for stability multipliers

Sundareshan, M., Thathachar, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1973

Language:

english

File:

PDF, 259 KB

english, 1973

13

Author's reply

Thathachar, M., Sundareshan, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1977

Language:

english

File:

PDF, 116 KB

english, 1977

14

Voronoi networks and their probability of misclassification

Ramakrishnan, K.R., Thathachar, M.A.L., Krishna, K.

Journal:

IEEE Transactions on Neural Networks

Year:

2000

Language:

english

File:

PDF, 292 KB

english, 2000

15

Global Boltzmann perceptron network for online learning of conditional distributions

Thathachar, M.A.L., Arvind, M.T.

Journal:

IEEE Transactions on Neural Networks

Year:

1999

Language:

english

File:

PDF, 527 KB

english, 1999

16

Time-domain criteria for the<tex>L_{2}</tex>-stability of nonstationary feedback systems

Sundareshan, M., Thathachar, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1973

Language:

english

File:

PDF, 220 KB

english, 1973

17

<tex>L_{2}</tex>-stability of a class of nonstationary feedback systems with dynamical nonlinear subsystems

Sundareshan, M., Thathachar, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1975

Language:

english

File:

PDF, 443 KB

english, 1975

18

<tex>L_{2}</tex>-stability of linear time-varying systems--Conditions involving noncausal multipliers

Sundareshan, M., Thathachar, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1972

Language:

english

File:

PDF, 750 KB

english, 1972

19

<tex>L</tex><inf>2</inf>-stability of nonstationary feedback systems: Frequency-domain criteria

Sundareshan, M., Thathachar, M.

Journal:

IEEE Transactions on Automatic Control

Year:

1974

Language:

english

File:

PDF, 741 KB

english, 1974

20

Stability of linear time-invariant systems

Thathachar, M., Srinath, M., Narendra, K.

Journal:

IEEE Transactions on Automatic Control

Year:

1967

Language:

english

File:

PDF, 250 KB

english, 1967

21

Exponential boundedness of nonlinear and time-varying feedback systems

Thathachar, M., Ranganath, H.

Journal:

IEEE Transactions on Automatic Control

Year:

1970

Language:

english

File:

PDF, 269 KB

english, 1970

22

Pattern Classification Using Stochastic Approximation Techniques

Lakshmivarahan, S., Thathachar, M.A.L.

Journal:

IEEE Transactions on Computers

Year:

1970

Language:

english

File:

PDF, 564 KB

english, 1970

23

Identification of a class of non-linear systems†

THATHACHAR, M. A. L., RAMASWAMY, S.

Journal:

International Journal of Control

Year:

1973

Language:

english

File:

PDF, 344 KB

english, 1973

24

Stability of a Class of Non-linear Time-varying Systems†

SRINATH, M. D., THATHACHAR, M. A. L., RAMAPRIYAN‡, H. K.

Journal:

International Journal of Control

Year:

1968

Language:

english

File:

PDF, 331 KB

english, 1968

25

On Line Optimization With a Team of Learning Automata

Thathachar, M.A.L., Ramakrishnan, K.R.

Journal:

IFAC Proceedings Volumes

Year:

1982

Language:

english

File:

PDF, 1.35 MB

english, 1982

26

Relaxation Labeling with Learning Automata

Thathachar, Mandayam A. L., Sastry, P. S.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

1986

Language:

english

File:

PDF, 2.47 MB

english, 1986

27

A Probabilistic Hypothesis for the Prediction of Visual Fixations

Srinivasan, Mandyam V., Thathachar, M. A. L., Deekshatulu, B. L.

Journal:

IEEE Transactions on Systems Man and Cybernetics

Year:

1975

Language:

english

File:

PDF, 1.51 MB

english, 1975

28

[IEEE Comput. Soc. Press 35th Annual Symposium on Foundations of Computer Science - Santa Fe, NM, USA (20-22 Nov. 1994)] Proceedings 35th Annual Symposium on Foundations of Computer Science - Efficient oblivious branching programs for threshold functions

Sinha, R.K., Thathachar, J.S.

Year:

1994

Language:

english

File:

PDF, 654 KB

english, 1994

29

Efficient Oblivious Branching Programs for Threshold and Mod Functions

Rakesh Kumar Sinha, Jayram S Thathachar

Journal:

Journal of Computer and System Sciences

Year:

1997

Language:

english

File:

PDF, 348 KB

english, 1997

30

Allowable Regions for Stability Multiplier Characteristics

SUNDAREWAN, M.K., THATHACHAR, M.A.L.

Journal:

Year:

1972

Language:

english

File:

PDF, 434 KB

english, 1972

31

On the L2-stability of a class of nonlinear systems

M.K Sundareshan, M.A.L Thathachar

Journal:

Journal of Mathematical Analysis and Applications

Year:

1973

Language:

english

File:

PDF, 404 KB

english, 1973

32

[IEEE ACE '90. [XVI Annual Convention and Exhibition of the IEEE In India] - Bangalore, India (Jan. 22-25, 1990)] ACE '90. Proceedings of [XVI Annual Convention and Exhibition of the IEEE In India] - An optimization approach to the analysis of generalized learning automata algorithms

Phansalkar, V.V., Sastry, P.S., Thathachar, M.A.L.

Year:

1990

Language:

english

File:

PDF, 319 KB

english, 1990

33

[IEEE Comput. Soc 39th Annual Symposium on Foundations of Computer Science - Palo Alto, CA, USA (8-11 Nov. 1998)] Proceedings 39th Annual Symposium on Foundations of Computer Science (Cat. No.98CB36280) - Time-space tradeoffs for branching programs

Beame, P., Saks, M., Thathachar, J.S.

Year:

1998

Language:

english

File:

PDF, 194 KB

english, 1998

34

Continuous action set learning automata for stochastic optimization

G. Santharam, P.S. Sastry, M.A.L. Thathachar

Journal:

Journal of the Franklin Institute

Year:

1994

Language:

english

File:

PDF, 1.44 MB

english, 1994

35

A hierarchical system of learning automata that can learn die globally optimal path

M.A.L. Thathachar, P.S. Sastry

Journal:

Information Sciences

Year:

1987

Language:

english

File:

PDF, 1.26 MB

english, 1987

36

Stochastic automata and learning systems

M A L Thathachar

Journal:

Year:

1990

Language:

english

File:

PDF, 936 KB

english, 1990

37

Networks of Learning Automata || Some Recent Applications

Thathachar, M. A. L., Sastry, P. S.

Year:

2004

Language:

english

File:

PDF, 2.33 MB

english, 2004

38

[IEEE 1st International Conference on Information Communications and Signal Processing - Singapore (9-12 Sept. 1997)] Proceedings of ICICS, 1997 International Conference on Information, Communications and Signal Processing. Theme: Trends in Information Systems Engineering and Wireless Multimedia Communications (Cat. No.97TH8237) - Online algorithms for modeling distributions using examples

Thathachar, M.A.L., Arvind, M.T.

Year:

1997

Language:

english

File:

PDF, 287 KB

english, 1997

39

An Automaton Model of a Hierarchical Learning System

Thathachar, M.A.L., Ramakrishnan, K.R.

Journal:

IFAC Proceedings Volumes

Year:

1981

Language:

english

File:

PDF, 1.50 MB

english, 1981

40

Decentralized learning of Nash equilibria in multi-person stochastic games with incomplete information

Sastry, P.S., Phansalkar, V.V., Thathachar, M.A.L.

Journal:

IEEE Transactions on Systems Man and Cybernetics

Year:

1994

Language:

english

File:

PDF, 1.01 MB

english, 1994

41

[IEEE [1992] IJCNN International Joint Conference on Neural Networks - Baltimore, MD, USA (7-11 June 1992)] [Proceedings 1992] IJCNN International Joint Conference on Neural Networks - Global convergence of feedforward networks of learning automata

Phansalkar, V.V., Thathachar, M.A.L.

Year:

1992

Language:

english

File:

PDF, 432 KB

english, 1992

42

Optimal non-linear reinforcement schemes for stochastic automata

S. Lakshmivarahan, M.A.L. Thathachar

Journal:

Information Sciences

Year:

1972

Language:

english

File:

PDF, 475 KB

english, 1972

43

A Root-locus Interpretation of the Popov Criterion†

RAMAPRIYAN, H. K., SRINATH, M. D., THATHACHAR, M. A. L.

Journal:

International Journal of Control

Year:

1966

Language:

english

File:

PDF, 329 KB

english, 1966

44

[IEEE 1973 IEEE Conference on Decision and Control including the 12th Symposium on Adaptive Processes - San Diego, CA, USA (1973.12.5-1973.12.7)] 1973 IEEE Conference on Decision and Control including the 12th Symposium on Adaptive Processes - Average variation L2-stability criteria for time-varying feedback systems-A unified approach

Sundareshan, M., L. Thathachar, M.

Year:

1973

Language:

english

File:

PDF, 374 KB

english, 1973

45

Learning Optimal Discriminant Functions through a Cooperative Game of Automata

Thathachar, M.A.L., Sastry, P.S.

Journal:

IEEE Transactions on Systems Man and Cybernetics

Year:

1987

Language:

english

File:

PDF, 3.08 MB

english, 1987

46

Parallel algorithms for modules of learning automata

Thathachar, M.A.L., Arvind, M.T.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

1998

Language:

english

File:

PDF, 342 KB

english, 1998

47

A structural principle for a class of adaptive systems

THATHACHAR, M. A. L., GAJENDRAN, F.

Journal:

International Journal of Control

Year:

1980

Language:

english

File:

PDF, 1.08 MB

english, 1980

48

A cooperative game of a pair of learning automata

M.A.L. Thathachar, K.R. Ramakrishnan

Journal:

Year:

1984

Language:

english

File:

PDF, 426 KB

english, 1984

49

A note on feedback stability and instability in the Marcinkiewicz space

Vidyasagar, M., Thathachar, M.

Journal:

IEEE Transactions on Circuits and Systems

Year:

1977

Language:

english

File:

PDF, 550 KB

english, 1977

50

Varieties of learning automata: an overview

Thathachar, M.A.L., Sastry, P.S.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2002

Language:

english

File:

PDF, 514 KB

english, 2002

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