Malcolm J. A. Strens

According to our database1, Malcolm J. A. Strens authored at least 15 papers between 1997 and 2006.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2006
Combining Stochastic Task Models with Reinforcement Learning for Dynamic Scheduling.
Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006

2005
Combining Planning with Reinforcement Learning for Multi-robot Task Allocation.
Proceedings of the Adaptive Agents and Multi-Agent Systems II: Adaptation and Multi-Agent Learning, 2005

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

2004
Efficient hierarchical MCMC for policy search.
Proceedings of the Machine Learning, 2004

Algorithms for Distributed Exploration.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
Tracking in cluttered images.
Image Vis. Comput., 2003

Evolutionary MCMC Sampling and Optimization in Discrete Spaces.
Proceedings of the Machine Learning, 2003

2002
Policy Search using Paired Comparisons.
J. Mach. Learn. Res., 2002

Markov Chain Monte Carlo Sampling using Direct Search Optimization.
Proceedings of the Machine Learning, 2002

Reinforcement Learning Approaches to Coordination in Cooperative Multi-agent Systems.
Proceedings of the Adaptive Agents and Multi-Agent Systems: Adaptation and Multi-Agent Learning, 2002

2001
Direct Policy Search using Paired Statistical Tests.
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.
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.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
Constraint Directed Learning for Unsupervised Image Sequence Segmentation.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997


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