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ICML
2010
IEEE
15 years 7 months ago
Multi-agent Learning Experiments on Repeated Matrix Games
This paper experimentally evaluates multiagent learning algorithms playing repeated matrix games to maximize their cumulative return. Previous works assessed that Qlearning surpas...
Bruno Bouzy, Marc Métivier
ICMLA
2010
15 years 4 months ago
Multi-Agent Inverse Reinforcement Learning
Learning the reward function of an agent by observing its behavior is termed inverse reinforcement learning and has applications in learning from demonstration or apprenticeship l...
Sriraam Natarajan, Gautam Kunapuli, Kshitij Judah,...
ML
2002
ACM
140views Machine Learning» more  ML 2002»
15 years 6 months ago
A Probabilistic Framework for SVM Regression and Error Bar Estimation
In this paper, we elaborate on the well-known relationship between Gaussian Processes (GP) and Support Vector Machines (SVM) under some convex assumptions for the loss functions. ...
Junbin Gao, Steve R. Gunn, Chris J. Harris, Martin...
CCS
2009
ACM
15 years 10 months ago
On voting machine design for verification and testability
We present an approach for the design and analysis of an electronic voting machine based on a novel combination of formal verification and systematic testing. The system was desig...
Cynthia Sturton, Susmit Jha, Sanjit A. Seshia, Dav...
OOPSLA
2000
Springer
15 years 10 months ago
Application isolation in the JavaTM Virtual Machine
To date, systems offering multitasking for the JavaTM programming language either use one process or one class loader for each application. Both approaches are unsatisfactory. Usi...
Grzegorz Czajkowski