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Career

· Researcher in Machine Learning, University of Toronto2024–

Publications (22)

Reinforcement Learning with Factored States and Actions
Journal of machine learning research · 2004
185
cited
A Hierarchical Community of Experts
Learning in Graphical Models · 1999
45
cited
Simulation and Validation of an Integrated Markets Model
Journal of Artificial Societies and Social Simulation · 2003
40
cited
Reinforcement learning for factored Markov decision processes
2002
34
cited
In Advances in Neural Information Processing Systems 12 Learning Factored Representations for Partially Observable Markov Decision Processes
30
cited
Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
Neural Information Processing Systems · 2000
29
cited
Statistical Detection of Alarm Conditions in Building Automation Systems
2006 4th IEEE International Conference on Industrial Informatics · 2006
17
cited
Probabilistic Construction of Semantic Symbols in Building Automation Systems
2006 4th IEEE International Conference on Industrial Informatics · 2006
14
cited
Behavior learning via state chains from motion detector sensors
2007 2nd Bio-Inspired Models of Network, Information and Computing Systems · 2007
13
cited
Statistical Model-Based Sensor Diagnostics for Automation Systems
2005
13
cited
Semantic Based Information Fusion in a Multimodal Interface
CSREA HCI · 2005
10
cited
Hidden Markov Models for Traffic Observation
2007 5th IEEE International Conference on Industrial Informatics · 2007
7
cited
Variational Action Selection for Influence Diagrams
2003
6
cited
Data Mining for Association Rules with Unsupervised Neural Networks
2007
2
cited
A New Approach in Controlling the Compressor of the Vehicle Air Conditioning System
IEEE Intelligent Vehicles Symposium · 2006
1
cited
The Dynamics of Interacting Markets: First Results
2002
1
cited
A NewApproach inControlling theCompressor oftheVehicle AirConditioning System
2006
A Simulation Model of Coupled Consumer and Financial Markets
2005
A simulation study of managerial compensation
2003
Conference Proceedings Volume 2
2007
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