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Analysis Reinforcement Learning Algorithms by Anwar Shamama (7 results)
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Analysis of Reinforcement Learning Algorithms for Swarm Learning
Language: English
Published by VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2012
ISBN 10: 3659287318 ISBN 13: 9783659287312
Condition: New. pp. 68.
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Analysis of Reinforcement Learning Algorithms for Swarm Learning | A Rough Set Approach
Language: English
Published by LAP Lambert Academic Publishing, 2012
ISBN 10: 3659287318 ISBN 13: 9783659287312
Taschenbuch. Condition: Neu. Analysis of Reinforcement Learning Algorithms for Swarm Learning | A Rough Set Approach | Shamama Anwar | Taschenbuch | Englisch | LAP Lambert Academic Publishing | EAN 9783659287312 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
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Analysis of Reinforcement Learning Algorithms for Swarm Learning: A Rough Set Approach
Language: English
Published by LAP LAMBERT Academic Publishing, 2012
ISBN 10: 3659287318 ISBN 13: 9783659287312
paperback. Condition: Like New. LIKE NEW. SHIPS FROM MULTIPLE LOCATIONS. book.
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Analysis of Reinforcement Learning Algorithms for Swarm Learning
Language: English
Published by VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2012
ISBN 10: 3659287318 ISBN 13: 9783659287312
Condition: New. Print on Demand pp. 68 2:B&W 6 x 9 in or 229 x 152 mm Perfect Bound on Creme w/Gloss Lam.
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Analysis of Reinforcement Learning Algorithms for Swarm Learning
Language: English
Published by VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2012
ISBN 10: 3659287318 ISBN 13: 9783659287312
Condition: New. PRINT ON DEMAND pp. 68.
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Analysis of Reinforcement Learning Algorithms for Swarm Learning
Language: English
Published by LAP LAMBERT Academic Publishing, 2012
ISBN 10: 3659287318 ISBN 13: 9783659287312
Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Anwar ShamamaShamama Anwar is currently working as an Assistant Professor in the Department of Computer Science and Engineering at Birla Institute of Technology, Mesra, Ranchi, India. She has published research papers in esteemed jou.
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Analysis of Reinforcement Learning Algorithms for Swarm Learning : A Rough Set Approach
Language: English
Published by LAP Lambert Academic Publishing, 2012
ISBN 10: 3659287318 ISBN 13: 9783659287312
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Reinforcement learning has received much attention in the past decades. The three forms of reinforcement learning algorithms are Actor Critic learning, Q learning and Reinforcement Comparison. Q-learning is a form of model-free reinforcement learning with one drawback that is the overestimation (Rising Q) problem. To solve this problem Rough Sets approach is used. This has lead to the modification of the traditional Q learning algorithms to a new form of Q learning namely, Rough Q learning. Actor Critic Learning have a separate memory structure to explicitly represent the policy independent of the value function. Another form of reinforcement learning is Reinforcement Comparison. Using reinforcement comparison method (RC), a reference reward is equated with an average of previously received rewards. The Actor Critic and RC method is also made better by using the rough set approach. The results of the study are in form of various plots for all three forms of reinforcement learning, their variations and the effect of temperature on them.
