Learning automata based cooperative student-team in tutorial-like system

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8589 LNAI, Issue , 2014, Pages 154-161

  Wang, Yifan ^a   Jiang, Wen ^a   Ma, Yinghua ^a   Ge, Hao ^a   Jing, Yuchun ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

cooperative method; current state of Learning (SoL); Learning Automata (LA); Tutorial like system

Indexed keywords

AUTOMATA THEORY; INTELLIGENT COMPUTING; SOLS; TEACHING;

COLLECTIVE INTELLIGENCES; CONVERGENCE SPEED; COOPERATIVE METHODS; INTERACTION METHODS; LEARNING AUTOMATA; LEARNING AUTOMATON; LEARNING OUTCOME; TUTORIAL-LIKE SYSTEMS;

STUDENTS;

EID: 84958526332     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-09339-0_16     Document Type: Conference Paper

References (11)

1. Yuan, W., Leung, H., Cheng, W., et al.: Optimizing Voting Rule for Cooperative Spectrum Sensing through Learning Automata. IEEE Trans. Vehicular Technology 60(7), 3253-3264 (2011)
2. Torkestani, J.A.: LAAP: A Learning Automata-based Adaptive Polling Scheme for Clustered Wireless Ad-hoc Networks. Wireless Personal Communications 69(2), 841-855 (2013)
3. Misra, S., Oommen, B.J., Yanamandra, S., et al.: Random Early Detection for Congestion Avoidance in Wired Networks: a Discretized Pursuit Learning-automata-like Solution. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 40(1), 66-76 (2010)
4. Horn, G., Oommen, B.J.: Solving Multiconstraint Assignment Problems Using Learning Automata. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 40(1), 6-18 (2010)
5. Thathachar, M.A.L., Oommen, B.J.: Discretized reward-inaction learning automata. Cybern. Inf. Sci. 2(1), 24-29 (1979)
6. Thathachar, M.A.L., Sastry, P.S.: A new approach to the design of reinforcement schemes for learning automata. IEEE Transactions on Systems, Man and Cybernetics 1(1), 168-175 (1985)
7. Papadimitriou, G.I., Sklira, M., Pomportsis, A.S.: A New Class of ε-optimal Learning Automata. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 34(1), 246-254 (2004)
8. Zhang, X., Granmo, O.-C., Oommen, B.J.: The Bayesian Pursuit Algorithm: A New Family of Estimator Learning Automata. In: Mehrotra, K.G., Mohan, C.K., Oh, J.C., Varshney, P.K., Ali, M. (eds.) IEA/AIE 2011, Part II. LNCS, vol. 6704, pp. 522-531. Springer, Heidelberg (2011)
9. Oommen, B.J., Hashem, M.K.: Modeling a Student-classroom Interaction in a Tutoriallike System Using Learning Automata. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 40(1), 29-42 (2010)
10. Oommen, B.J., Hashem, M.K.: Modeling a Domain in a Tutorial-like System Using Learning Automata. Acta Cybern. 19(3), 635-653 (2010)
11. Agache, M., Oommen, B.J.: Generalized Pursuit Learning Schemes: New Families of Continuous and Discretized Learning Automata. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 32(6), 738-749 (2002)