Interactive Collaborative Information Systems 2010

Robert Babuska, Frans C. A. Groen (Eds.): Interactive Collaborative Information Systems. Studies in Computational Intelligence Vol. 281 Springer 2010, ISBN 978-3-642-11687-2

Reinforcement Learning

Lucian Busoniu, Bart De Schutter, Robert Babuska:
Approximate Dynamic Programming and Reinforcement Learning. 3-44
Marc J. V. Ponsen, Tom Croonenborghs, Karl Tuyls, Jan Ramon, Kurt Driessens, H. Jaap van den Herik, Eric O. Postma:
Learning with Whom to Communicate Using Relational Reinforcement Learning. 45-63
Harm van Seijen, Shimon Whiteson, Leon Kester:
Switching between Representations in Reinforcement Learning. 65-84

Frans A. Oliehoek, Arnoud Visser:
A Decision-Theoretic Approach to Collaboration: Principal Description Methods and Efficient Heuristic Approximations. 87-124
Christos Dimitrakakis:
Efficient Methods for Near-Optimal Sequential Decision Making under Uncertainty. 125-153
Jelmer Marinus van Ast, Robert Babuska, Bart De Schutter:
Ant Colony Learning Algorithm for Optimal Control. 155-182
Guido te Brake, Rick van der Kleij:
Map-Based Support for Effective Collaboration in Micro-mobile Virtual Teams. 183-203

Trung H. Bui, Job Zwiers, Mannes Poel, Anton Nijholt:
Affective Dialogue Management Using Factored POMDPs. 207-236
Siska Fitrianie, Zhenke Yang, Dragos Datcu, Alin Gavril Chitu, Léon J. M. Rothkrantz:
Context-Aware Multimodal Human-Computer Interaction. 237-272
Louis Vuurpijl, Don Willems, Ralph Niels, Marcel van Gerven:
Design Issues for Pen-Centric Interactive Maps. 273-297
Vanessa Evers, Henriette S. M. Cramer, Maarten van Someren, Bob J. Wielinga:
Interacting with Adaptive Systems. 299-325
Ronald Poppe:
Example-Based Human Pose Recovery under Predicted Partial Occlusions. 327-354

Martijn Neef, Bob van der Vecht:
Agility and Adaptive Autonomy in Networked Organizations. 357-373
Mattijs Ghijsen, Wouter N. H. Jansweijer, Bob J. Wielinga:
Adaptive Hierarchical Multi-agent Organizations. 375-400
Leon Kester:
Method for Designing Networking Adaptive Interactive Hybrid Systems. 401-421

Willem J. Muhren, Bartel Van de Walle:
A Call for Sensemaking Support Systems in Crisis Management. 425-452
Gregor Pavlin, Frans C. A. Groen, Patrick de Oude, Michiel Kamermans:
A Distributed Approach to Gas Detection and Source Localization Using Heterogeneous Information. 453-474
Bram Bakker, Shimon Whiteson, Leon Kester, Frans C. A. Groen:
Traffic Light Control by Multiagent Reinforcement Learning Systems. 475-510
Qing Ou, Hans van Lint, Serge P. Hoogendoorn:
Fusing Heterogeneous and Unreliable Data from Traffic Sensors. 511-545
Wim Wiegerinck, Bert Kappen, Willem Burgers:
Bayesian Networks for Expert Systems: Theory and Practical Applications. 547-578

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