D-CIS Publication Database

Titles (11)Keywords (9)Abstracts (14)
Wiegerinck, Wim and Kappen, Hilbert J., A Gaussian approximation for stochastic non-linear dynamical processes with annihilation, in: Proceedings of the NIPS 2006 Workshop on Dynamical Systems, Stochastic Processes and Bayesian Inference, 9 December 2006, Whistler, BC, Canada, 2006.
Kappen, Hilbert J., A linear theory for control of non-linear stochastic systems, in: Physical Review Letters, volume 95, number 20, pages 200-201, ISSN 0031-900, 2005.
Kappen, Hilbert J., An Introduction to stochastic control theory, path integrals and reinforcement learning, in: Proceedings 9th Granada Seminar on Computational Physics: Computational and Mathematical Modeling of Cooperative Behavior in Neural Systems, 11-15 September 2006, Granada, Spain, 2006.
Dimitrakakis, Christos, Complexity of stochastic branch and bound for belief tree search in Bayesian reinforcement learning, number IAS-UVA-09-01, 2009.
Lendek, Zsófia, Distributed Fuzzy and Stochastic Observers for Nonlinear Systems, Delft University of Technology, 2009.
van den Broek, Bart, Wiegerinck, Wim and Kappen, Hilbert J., Graphical models inference in optimal control of stochastic multi-agent systems, in: Journal of Artificial Intelligence Research, volume 32, pages 95-122, ISSN 1076-9757, 2008.
Spaan, Matthijs T. J., Oliehoek, Frans and Vlassis, Nikos, Multiagent Planning under Uncertainty with Stochastic Communication Delays, in: Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling (ICAPS 2008), pages 338-345, 14-18 September 2008, Sydney, Australia, 2008.
van den Broek, Bart, Wiegerinck, Wim and Kappen, Hilbert J., Optimal Control in Large Stochastic Multi-Agent Systems, in: Proceedings of the 7th Annual Symposium on Adaptive and Learning Agents and Multi-Agent Systems (ALAMAS 2007), pages 9-10, 2-3 April 2007, Maastricht, The Netherlands, 2007.
Wiegerinck, Wim, van den Broek, Bart and Kappen, Hilbert J., Optimal On-Line Scheduling in Stochastic Multi-Agent Systems in Continuous Space and Time, in: Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), pages 744-751, 14-18 May 2007, Honolulu, Hawaii, 2007.
Wiegerinck, Wim, van den Broek, Bart and Kappen, Hilbert J., Stochastic optimal control in continuous space-time multi-agent systems, in: Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence (UAI 2006), 13-16 July 2006, Cambridge, USA, 2006.
Oliehoek, Frans, Value-based Planning for Teams of Agents in Stochastic Partially Observable Environments, University of Amsterdam, 2009.