Machine Learning and Neural Computation, Autumn 2012.
The Course WebsiteThe archive of code for the 5th lab exercises.lab5.zip
Publications
Ian Molloy, Luke Dickens, Charles Morisset, Pau-Chen Cheng, Jorge Lobo, and Alessandra Russo,
Risk-Based Security Decisions Under Uncertainty,
2nd ACM Conference on Data and Application Security and Privacy,
CODASPY 2012.
Luke Dickens, Ian Molloy, Jorge Lobo, Pau-Chen Cheng and Alessandra Russo,
Learning Stochastic Models of Information Flow,
28th IEEE International Conference on Data Engineering,
ICDE 2012.
Ian Molloy, Jorge Lobo, Pau-Chen Cheng, Luke Dickens, Alessandra Russo and Charles Morisset,
Risk-Based Access Control Decisions Under Uncertainty,
Annual Conference of the International Technology Alliance,
ACITA 2011.
Luke Dickens, Krysia Broda and Alessandra Russo.
The Dynamics of Multi-Agent Reinforcement Learning.
19th European Conference on Artificial Intelligence
ECAI 2010.PDF
Luke Dickens, Pau-Chen Cheng, Jorge Lobo, Alessandra Russo.
Towards Learning Risk Estimation Functions for Access Control. (Abstract and Poster).
In Snowbird Learning Workshop.
April, 2010.
I. Molloy, N. Li, J. Lobo, Y. (A.) Qi, and L. Dickens.
Mining Roles with Noisy Data.
Proceedings of the Fifteenth ACM Symposium on
Access Control Models and Technologies (SACMAT'10),
June, 2010.
Luke Dickens.
Learning to Act Stochastically.
PhD Thesis.
April, 2010.
PDFPh.D Thesis,
Luke Dickens.
Perpetual Learning for Multiple Non-Cooperative Agents. (Abstract and Poster).
In Proceedings Twenty-Third AAAI Conference on Artificial Intelligence.
July, 2008.
Luke Dickens, Krysia Broda, and Alessandra Russo.
Towards Reasoning about Multi-Agent Reinforcement Learning.
In European Workshop for Reinforcement Learning.
June, 2008.
Luke Dickens, Krysia Broda, and Alessandra Russo.
Modelling MAS as Finite Analytic Stochastic Processes.
In Proceedings AISB Symposium on Behaviour Regulation in Multi-Agent Systems.
January, 2008.
S. McGough, A. Akram, D. Colling, L. Dickens, L. Guo, M. Krznaric,
J. Martyniak, R. Powell, P. Kyberd, H. Chenxi, K. Constantinos, and
T. Panayiotis.
GRIDCC: A Real-time Grid workflow system with QoS.
In Journal of Scientific Programming.
December, 2007.
S. McGough, A. Akram, D. Colling, L. Dickens, L. Guo, M. Krznaric,
J. Martyniak, R. Powell, and P. Kyberd.
GRIDCC: A Real-time Workflow System.
In The 2nd Workshop on Workflows in Support of Large-Scale Science.
June, 2007.
D. J. Colling, L. W. Dickens, T. Ferrari,
Y. Hassoun, C. A. Kotsokalis, M. Krznaric,
J. Martyniak, A. S. Mcgough and E. Ronchieri.
Adding Instruments and Workflow Support to Existing Grid
Architectures. volume 3993
of Lecture Notes in Computer Science.
2006, pages 956-963.
L. Dickens, T. Ferrari, and K. Constantinos.
Grid-Enabled Remote Instrumentaion with Distributed Control and Computation.
In EGEE Users Forum.
March, 2006.