Malcolm J. A. Strens

According to our database, Malcolm J. A. Strens authored at least 15 papers between 1997 and 2006.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2006

Combining Stochastic Task Models with Reinforcement Learning for Dynamic Scheduling.

Malcolm J. A. Strens

Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006

2005

Combining Planning with Reinforcement Learning for Multi-robot Task Allocation.

Malcolm J. A. Strens, Neil Windelinckx

Proceedings of the Adaptive Agents and Multi-Agent Systems II: Adaptation and Multi-Agent Learning, 2005

Learning Multi-agent Search Strategies.

Malcolm J. A. Strens

Proceedings of the Adaptive Agents and Multi-Agent Systems II: Adaptation and Multi-Agent Learning, 2005

Learning to Coordinate Using Commitment Sequences in Cooperative Multi-agent Systems.

Spiros Kapetanakis, Daniel Kudenko, Malcolm J. A. Strens

Proceedings of the Adaptive Agents and Multi-Agent Systems II: Adaptation and Multi-Agent Learning, 2005

2004

Efficient hierarchical MCMC for policy search.

Malcolm J. A. Strens

Proceedings of the Machine Learning, 2004

Algorithms for Distributed Exploration.

Thomas Walker, Daniel Kudenko, Malcolm J. A. Strens

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

Tracking in cluttered images.

Malcolm J. A. Strens, Ian N. Gregory

Image Vis. Comput., 2003

Evolutionary MCMC Sampling and Optimization in Discrete Spaces.

Malcolm J. A. Strens

Proceedings of the Machine Learning, 2003

2002

Policy Search using Paired Comparisons.

Malcolm J. A. Strens, Andrew W. Moore

J. Mach. Learn. Res., 2002

Markov Chain Monte Carlo Sampling using Direct Search Optimization.

Malcolm J. A. Strens, Mark Bernhardt, Nicholas Everett

Proceedings of the Machine Learning, 2002

Reinforcement Learning Approaches to Coordination in Cooperative Multi-agent Systems.

Spiros Kapetanakis, Daniel Kudenko, Malcolm J. A. Strens

Proceedings of the Adaptive Agents and Multi-Agent Systems: Adaptation and Multi-Agent Learning, 2002

2001

Direct Policy Search using Paired Statistical Tests.

Malcolm J. A. Strens, Andrew W. Moore

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

2000

A Bayesian Framework for Reinforcement Learning.

Malcolm J. A. Strens

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1998

Representation of uncertainty in spatial target tracking.

Tim Baker, Malcolm J. A. Strens

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

Constraint Directed Learning for Unsupervised Image Sequence Segmentation.

Malcolm J. A. Strens, James F. Boyce

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997