-
1
-
-
9444221427
-
Rough set methods in approximation of hierarchical concepts
-
Lecture Notes in Artificial Intelligence 3066, Springer, Heidelberg
-
Bazan, J., Hoa Nguyen, S., Son Nguyen, H., Skowron, A.: Rough set methods in approximation of hierarchical concepts. Proc. of RSCTC'2004, Lecture Notes in Artificial Intelligence 3066, Springer, Heidelberg, 2004, 346-355.
-
(2004)
Proc. of RSCTC'2004
, pp. 346-355
-
-
Bazan, J.1
Hoa Nguyen, S.2
Son Nguyen, H.3
Skowron, A.4
-
3
-
-
0003492070
-
-
UK: Oxford University Press
-
Bonabeau, E., Dorigo, M., Theraulaz, G.: Swarm Intelligence. From Natural to Artificial Systems, (UK: Oxford University Press, 1999).
-
(1999)
Swarm Intelligence. From Natural to Artificial Systems
-
-
Bonabeau, E.1
Dorigo, M.2
Theraulaz, G.3
-
4
-
-
0001226619
-
The geometry of proximity I
-
Efremovič, V.A.: The geometry of proximity I, Mat. Sb. 31(73), 1952, 189-200.
-
(1952)
Mat. Sb.
, vol.31
, Issue.73
, pp. 189-200
-
-
Efremovič, V.A.1
-
6
-
-
0346242001
-
-
Ph.D. Thesis, Supervisor: A.Zelinsky, Department of Systems Engineering, The Australian National University
-
Gaskett, C: Q-Learning for Robot Control. Ph.D. Thesis, Supervisor: A.Zelinsky, Department of Systems Engineering, The Australian National University, 2002.
-
(2002)
Q-learning for Robot Control
-
-
Gaskett, C.1
-
7
-
-
36849053349
-
Rough validity, confidence, and coverage of rules in approximation spaces
-
Gomolinska, A.: Rough validity, confidence, and coverage of rules in approximation spaces, Transactions on Rough Sets III, 2005, 57-81
-
(2005)
Transactions on Rough Sets III
, pp. 57-81
-
-
Gomolinska, A.1
-
10
-
-
0029679044
-
Reinforcement learning: A survey
-
Kaelbling, L.P., Littman, M.L., Moore, A.W.: Reinforcement learning: A survey Journal of Artificial Intelligence Research, 4, 1996, 237-285.
-
(1996)
Journal of Artificial Intelligence Research
, vol.4
, pp. 237-285
-
-
Kaelbling, L.P.1
Littman, M.L.2
Moore, A.W.3
-
11
-
-
0003144494
-
Rough sets: A tutorial
-
S.K. Pal, A. Skowron (Eds.) (Singapore: Springer-Verlag Singapore Pte. Ltd.)
-
Komorowski, J., Pawlak, Z., Polkowski, L., Skowron, A.: Rough sets: A tutorial, in S.K. Pal, A. Skowron (Eds.) Rough Fuzzy Hybridization. A New Trend in Decision-Making (Singapore: Springer-Verlag Singapore Pte. Ltd., 1999), 3-98.
-
(1999)
Rough Fuzzy Hybridization. A New Trend in Decision-making
, pp. 3-98
-
-
Komorowski, J.1
Pawlak, Z.2
Polkowski, L.3
Skowron, A.4
-
12
-
-
0004007050
-
-
Cambridge University Press, Cambridge, UK
-
nd Ed., Cambridge University Press, Cambridge, UK, 1979, 1996.
-
(1979)
nd Ed.
-
-
Lehner, P.N.1
-
13
-
-
33745134181
-
Foundations of the general theory of sets
-
S.J. Surma, J.T. Srzednicki, D.I. Barnett, V.F. Rickey (Eds.), 2 vols., Kluwer Academic Pub., Dordrecht
-
Lesniewski, S.: Foundations of the General Theory of Sets. In: S.J. Surma, J.T. Srzednicki, D.I. Barnett, V.F. Rickey (Eds.), S. Lesniewski, Collected Works, 2 vols., Kluwer Academic Pub., Dordrecht, vol. 1, 1992, 129-173.
-
(1992)
S. Lesniewski, Collected Works
, vol.1
, pp. 129-173
-
-
Lesniewski, S.1
-
14
-
-
33745165006
-
-
Research Report CIL02.11052005, Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, University of Manitoba, 11 April
-
Lockery, D.:Reinforcement Learning Methods. Research Report CIL02.11052005, Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, University of Manitoba, 11 April 2005.
-
(2005)
Reinforcement Learning Methods
-
-
Lockery, D.1
-
16
-
-
12344320641
-
Collective and cooperative group behaviours: Biologically inspired experiments in robotics
-
th Int. Symp. on Experimental Robotics (ISER'95). Springer-Verlag, Berlin
-
th Int. Symp. on Experimental Robotics (ISER'95), Lecture Notes in Control and Information Sciences, 223. Springer-Verlag, Berlin, 1997, 3-10.
-
(1997)
Lecture Notes in Control and Information Sciences
, vol.223
, pp. 3-10
-
-
Martinoli, A.1
Mondada, F.2
-
17
-
-
33745955275
-
The Monte Carlo method
-
Metropolis, N., Ulam, S.: The Monte Carlo method, Journal of the American Statistical Association, 44(247), 1949, 335-341.
-
(1949)
Journal of the American Statistical Association
, vol.44
, Issue.247
, pp. 335-341
-
-
Metropolis, N.1
Ulam, S.2
-
18
-
-
33745179640
-
Monte-Carlo method
-
M. Hazelwinkel(Ed.), Kluwer Aca. Pub., Dordrecht
-
Mikhailov, G.A.: Monte-Carlo method. In: M. Hazelwinkel(Ed.), Encyclopedia of Mathematics, 4, Kluwer Aca. Pub., Dordrecht, 1995.
-
(1995)
Encyclopedia of Mathematics
, vol.4
-
-
Mikhailov, G.A.1
-
20
-
-
35048828757
-
Layered learning for concept synthesis
-
bf I, LNCS 3100
-
Nguyen, S.H., Bazan, J., Skowron, A., Nguyen, H.S.: Layered learning for concept synthesis, Transactions on Rough Sets, bf I, LNCS 3100, 2004, 187-208.
-
(2004)
Transactions on Rough Sets
, pp. 187-208
-
-
Nguyen, S.H.1
Bazan, J.2
Skowron, A.3
Nguyen, H.S.4
-
21
-
-
0004217651
-
-
Doctoral Thesis, superisor: Bogdan S. Chlebus, Faculty of Mathematics, Computer Science and Mechanics, Warsaw University, July
-
Nguyen Thi, S.H.: Regularity Analysis and Its Applications in Data Mining, Doctoral Thesis, superisor: Bogdan S. Chlebus, Faculty of Mathematics, Computer Science and Mechanics, Warsaw University, July 1999.
-
(1999)
Regularity Analysis and Its Applications in Data Mining
-
-
Nguyen Thi, S.H.1
-
22
-
-
33847754891
-
Semantics of vague concepts. Applications of rough sets
-
Institute for Computer Science, March
-
Orłowska, E.: Semantics of Vague Concepts. Applications of Rough Sets. Institute for Computer Science, Polish Academy of Sciences Report 469, March 1982
-
(1982)
Polish Academy of Sciences Report
, vol.469
-
-
Orłowska, E.1
-
23
-
-
0344180063
-
Classification of Objects by Means of Attributes
-
Institute for Computer Science, March
-
Pawlak Z.: Classification of Objects by Means of Attributes. Institute for Computer Science, Polish Academy of Sciences Report 429, March 1981
-
(1981)
Polish Academy of Sciences Report
, vol.429
-
-
Pawlak, Z.1
-
24
-
-
33847737971
-
Rough Sets
-
Institute for Computer Science, March
-
Pawlak Z.: Rough Sets. Institute for Computer Science, Polish Academy of Sciences Report 431, March 1981
-
(1981)
Polish Academy of Sciences Report
, vol.431
-
-
Pawlak, Z.1
-
26
-
-
0003397496
-
-
Theory and Decision Library, Series D: System Theory, Knowledge Engineering and Problem Solving, Kluwer Academic Pub., Dordrecht
-
Pawlak Z.: Rough Sets. Theoretical Reasoning about Data, Theory and Decision Library, Series D: System Theory, Knowledge Engineering and Problem Solving, vol. 9, Kluwer Academic Pub., Dordrecht, 1991.
-
(1991)
Rough Sets. Theoretical Reasoning about Data
, vol.9
-
-
Pawlak, Z.1
-
28
-
-
33745132815
-
Measuring acceptance of intelligent system models
-
M. Gh. Negoita et al. (Eds.), Knowledge-Based Intelligent Information and Engineering Systems
-
Peters, J.F., Ramanna, S.: Measuring acceptance of intelligent system models. In: M. Gh. Negoita et al. (Eds.), Knowledge-Based Intelligent Information and Engineering Systems, Lecture Notes in Artificial Intelligence, 3213, Part I, 2004, 764-771.
-
(2004)
Lecture Notes in Artificial Intelligence
, vol.3213
, Issue.1 PART
, pp. 764-771
-
-
Peters, J.F.1
Ramanna, S.2
-
29
-
-
33645990758
-
Approximation spaces for hierarchical intelligent behavioral system models
-
B.D.-Kepliçz, A. Jankowski, A. Skowron, M. Szczuka (Eds.), Monitoring, Security and Rescue Techniques in Multiagent Systems, Physica-Verlag, Heidelberg
-
Peters, J.F.: Approximation spaces for hierarchical intelligent behavioral system models. In: B.D.-Kepliçz, A. Jankowski, A. Skowron, M. Szczuka (Eds.), Monitoring, Security and Rescue Techniques in Multiagent Systems, Advances in Soft Computing, Physica-Verlag, Heidelberg, 2004, 13-30.
-
(2004)
Advances in Soft Computing
, pp. 13-30
-
-
Peters, J.F.1
-
30
-
-
36949021089
-
Rough ethology: Towards a biologically-inspired study of collective behavior in intelligent systems with approximation spaces
-
LNCS 3400
-
Peters, J.F.: Rough ethology: Towards a Biologically-Inspired Study of Collective Behavior in Intelligent Systems with Approximation Spaces. Transactions on Rough Sets, III, LNCS 3400, 2005, 153-174.
-
(2005)
Transactions on Rough Sets
, vol.3
, pp. 153-174
-
-
Peters, J.F.1
-
31
-
-
2342552770
-
Rough sets and information granulation
-
Bilgic, T., Baets, D., Kaynak, O. (Eds.), Tenth Int. Fuzzy Systems Assoc. World Congress IFSA, Instanbul, Turkey, Physica-Verlag, Heidelberg
-
Peters, J.F., Skowron, A., Synak, P., Ramanna, S.: Rough sets and information granulation. In: Bilgic, T., Baets, D., Kaynak, O. (Eds.), Tenth Int. Fuzzy Systems Assoc. World Congress IFSA, Instanbul, Turkey, Lecture Notes in Artificial Intelligence 2715, Physica-Verlag, Heidelberg, 2003, 370-377.
-
(2003)
Lecture Notes in Artificial Intelligence
, vol.2715
, pp. 370-377
-
-
Peters, J.F.1
Skowron, A.2
Synak, P.3
Ramanna, S.4
-
32
-
-
33645281252
-
Line-crawling robot navigation: A rough neurocomputing approach
-
C. Zhou, D. Maravall, D. Ruan (Eds.), Autonomous Robotic Systems. Physica-Verlag, Heidelberg
-
Peters, J.F., Ahn, T.C., Borkowski, M., Degtyaryov, V., Ramanna, S.: Line-crawling robot navigation: A rough neurocomputing approach. In: C. Zhou, D. Maravall, D. Ruan (Eds.), Autonomous Robotic Systems. Studies in Fuzziness and Soft Computing 116, Physica-Verlag, Heidelberg, 2003, 141-164.
-
(2003)
Studies in Fuzziness and Soft Computing
, vol.116
, pp. 141-164
-
-
Peters, J.F.1
Ahn, T.C.2
Borkowski, M.3
Degtyaryov, V.4
Ramanna, S.5
-
33
-
-
33645978549
-
Rough ethograms: Study of intelligent system behavior
-
M.A. Kłopotek, S. Wierzchoń, K. Trojanowski (Eds.), Gdańsk, Poland, June 13-16
-
Peters, J.F., Henry, C., Ramanna, S.: Rough Ethograms: Study of Intelligent System Behavior. In: M.A. Kłopotek, S. Wierzchoń, K. Trojanowski (Eds.), New Trends in Intelligent Information Processing and Web Mining (IIS05), Gdańsk, Poland, June 13-16 2005, 117-126.
-
(2005)
New Trends in Intelligent Information Processing and Web Mining (IIS05)
, pp. 117-126
-
-
Peters, J.F.1
Henry, C.2
Ramanna, S.3
-
34
-
-
33745144754
-
Reinforcement learning with pattern-based rewards
-
Calgary, Alberta, Canada, 4-6 July
-
Peters, J.F., Henry, C., Ramanna, S.: Reinforcement learning with pattern-based rewards. In: Proc. Fourth Int. IASTED Conf. Computational Intelligence (CI 2005), Calgary, Alberta, Canada, 4-6 July 2005, 267-272.
-
(2005)
Proc. Fourth Int. IASTED Conf. Computational Intelligence (CI 2005)
, pp. 267-272
-
-
Peters, J.F.1
Henry, C.2
Ramanna, S.3
-
35
-
-
33745158009
-
-
Research Report CIL01.01012005, Computational Intelligence Laboratory, University of Manitoba
-
Peters, J.F., Henry, C., Ramanna, S.: Reinforcement Learning in Swarms that Learn, Research Report CIL01.01012005, Computational Intelligence Laboratory, University of Manitoba, 2005.
-
(2005)
Reinforcement Learning in Swarms That Learn
-
-
Peters, J.F.1
Henry, C.2
Ramanna, S.3
-
36
-
-
0036600522
-
Towards an ontology of approximate reason
-
Peters, J.F., Skowron, A., Stepaniuk, J., Ramanna, S.: Towards an ontology of approximate reason, Fundamenta Informaticae, 51(1,2), 2002, 157-173.
-
(2002)
Fundamenta Informaticae
, vol.51
, Issue.1-2
, pp. 157-173
-
-
Peters, J.F.1
Skowron, A.2
Stepaniuk, J.3
Ramanna, S.4
-
37
-
-
33745127830
-
Monte Carlo off-policy reinforcement learning: A rough set approach
-
Rio de Janeiro, Brazil, 06-09 Nov.
-
Peters, J.F., Lockery, D.,Ramanna, S.: Monte Carlo off-policy reinforcement learning: A rough set approach. In:Proc. Fifth Int. Conf. on Hybrid Intelligent Systems, Rio de Janeiro, Brazil, 06-09 Nov. 2005, 187-192.
-
(2005)
Proc. Fifth Int. Conf. on Hybrid Intelligent Systems
, pp. 187-192
-
-
Peters, J.F.1
Lockery, D.2
Ramanna, S.3
-
38
-
-
33745121661
-
Approximation spaces in off-policy Monte Carlo learning
-
Plenary paper in T. Burczynski, W. Cholewa, W. Moczulski (Eds.), Gliwice
-
Peters, J.F.: Approximation spaces in off-policy Monte Carlo learning. Plenary paper in T. Burczynski, W. Cholewa, W. Moczulski (Eds.), Recent Methods in Artificial Intelligence Methods, AI-METH Series, Gliwice, 2005, 139-144.
-
(2005)
Recent Methods in Artificial Intelligence Methods, AI-METH Series
, pp. 139-144
-
-
Peters, J.F.1
-
40
-
-
0000494080
-
Rough mereology: A new paradigm for approximate reasoning
-
Polkowski, L., Skowron, A.: Rough mereology: A new paradigm for approximate reasoning, International Journal of Approximate Reasoning, 15(4), 1997, 333-365.
-
(1997)
International Journal of Approximate Reasoning
, vol.15
, Issue.4
, pp. 333-365
-
-
Polkowski, L.1
Skowron, A.2
-
41
-
-
33645830429
-
Rough sets in knowledge discovery 2
-
Polkowski, L., Skowron, A.: (Eds.), Springer-Verlag,Heidelberg
-
Polkowski, L., Skowron, A.: (Eds.), Rough Sets in Knowledge Discovery 2, Studies in Fuzziness and Soft Computing 19. Springer-Verlag,Heidelberg, 1998.
-
(1998)
Studies in Fuzziness and Soft Computing
, vol.19
-
-
-
42
-
-
0242393653
-
Eligibility traces for off-policy evaluation
-
Morgan Kaufmann, San Francisco
-
Precup, D., Sutton, R.S., Singh, S.: Eligibility traces for off-policy evaluation. In: Proc. 17th Conf. on Machine Learning(ICML 2000). Morgan Kaufmann, San Francisco, 2000, 1-8.
-
(2000)
Proc. 17th Conf. on Machine Learning(ICML 2000)
, pp. 1-8
-
-
Precup, D.1
Sutton, R.S.2
Singh, S.3
-
44
-
-
0003919677
-
-
Springer, Berlin
-
Robert, C.P., Casella, G.: Monte Carlo Statistical Methods, 2nd Ed. Springer, Berlin, 2004.
-
(2004)
Monte Carlo Statistical Methods, 2nd Ed.
-
-
Robert, C.P.1
Casella, G.2
-
46
-
-
0003677359
-
-
Ph.D. Thesis, supervisor: Mahesan Niranjan, Trinity College, University of Cambridge, 26 July
-
Rummery, G.A.: Problem Solving with Reinforcement Learning, Ph.D. Thesis, supervisor: Mahesan Niranjan, Trinity College, University of Cambridge, 26 July 1995.
-
(1995)
Problem Solving with Reinforcement Learning
-
-
Rummery, G.A.1
-
47
-
-
33745152078
-
-
Lin, T.Y.,Wildberger, A.M. (Eds.), Soft Computing, Simulation Councils, San Diego
-
Skowron, A., Stepaniuk, J.: Generalized approximation spaces. In: Lin, T.Y.,Wildberger, A.M. (Eds.), Soft Computing, Simulation Councils, San Diego, 1995, 18-21
-
(1995)
Generalized Approximation Spaces
, pp. 18-21
-
-
Skowron, A.1
Stepaniuk, J.2
-
48
-
-
36849033346
-
Approximation spaces and information granulation
-
Skowron, A., Swiniarski, R., Synak, P.: Approximation spaces and information granulation, Transactions on Rough Sets III, 2005, 175-189
-
(2005)
Transactions on Rough Sets III
, pp. 175-189
-
-
Skowron, A.1
Swiniarski, R.2
Synak, P.3
-
49
-
-
24044541404
-
Rough sets and vague concepts
-
Skowron, A.: Rough sets and vague concepts, Fundamenta Informaticae, 64(1-4),2004, 417-431.
-
(2004)
Fundamenta Informaticae
, vol.64
, Issue.1-4
, pp. 417-431
-
-
Skowron, A.1
-
50
-
-
33645292351
-
Modelling complex patterns by information systems
-
Skowron, A., Bazan J., Stepaniuk, J.: Modelling complex patterns by information systems, Fundamenta Informaticae, 67(1-3), 2005, 203-217.
-
(2005)
Fundamenta Informaticae
, vol.67
, Issue.1-3
, pp. 203-217
-
-
Skowron, A.1
Bazan, J.2
Stepaniuk, J.3
-
51
-
-
33745163684
-
Calculi of approximation spaces
-
to appear
-
Skowron, A., Stepaniuk, J., Peters, J.F., Swiniarski, R.: Calculi of approximation spaces, Fundamenta Informaticae, 2006, (to appear).
-
(2006)
Fundamenta Informaticae
-
-
Skowron, A.1
Stepaniuk, J.2
Peters, J.F.3
Swiniarski, R.4
-
53
-
-
33847202724
-
Learning to predict by the methods of temporal differences
-
Sutton, R.S.: Learning to predict by the methods of temporal differences. Machine Learning, 3, 1988, 9-44.
-
(1988)
Machine Learning
, vol.3
, pp. 9-44
-
-
Sutton, R.S.1
-
55
-
-
0004251901
-
-
The Scientific Book Club, London
-
nd Ed., The Scientific Book Club, London, 1953, 1965.
-
(1953)
nd Ed.
-
-
Tinbergen, N.1
-
58
-
-
0004049893
-
-
Ph.D. Thesis, supervisor: Richard Young, King's College, University of Cambridge, UK, May
-
Watkins, C.J.C.H.: Learning from Delayed Rewards, Ph.D. Thesis, supervisor: Richard Young, King's College, University of Cambridge, UK, May, 1989.
-
(1989)
Learning from Delayed Rewards
-
-
Watkins, C.J.C.H.1
-
59
-
-
34249833101
-
Technical note: Q-learning
-
Watkins, C.J.C.H., Dayan, P.: Technical note: Q-learning, Machine Learning, 8, 1992, 279-292.
-
(1992)
Machine Learning
, vol.8
, pp. 279-292
-
-
Watkins, C.J.C.H.1
Dayan, P.2
|