Brian Sallans

Behavior learning via state chains from motion detector sensors

Dietmar Bruckner, Brian Sallans, Roland Lang, 2007, 2007 2nd Bio-Inspired Models of Network, Information and Computing Systems.

A Hierarchical Community of Experts

Brian Sallans, Zoubin Ghahramani, Geoffrey E. Hinton, 1999, Learning in Graphical Models.

Simulation and Validation of an Integrated Markets Model

Brian Sallans, Alexandros Karatzoglou, Georg Dorffner, 2003, J. Artif. Soc. Soc. Simul..

Learning Factored Representations for Partially Observable Markov Decision Processes

Brian Sallans, B. Sallans, 1999, NIPS.

Statistical Model-Based Sensor Diagnostics for Automation Systems

Dietmar Bruckner, Brian Sallans, Gerhard Russ, 2006 .

Semantic Based Information Fusion in a Multimodal Interface

Brian Sallans, Gerhard Russ, Harald Hareter, 2005, CSREA HCI.

Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task

Geoffrey E. Hinton, Brian Sallans, B. Sallans, 2000, NIPS.

Reinforcement Learning with Factored States and Actions

Geoffrey E. Hinton, Brian Sallans, B. Sallans, 2004, J. Mach. Learn. Res..

Statistical Model-Based Sensor Diagnostics for Automation Systems

Dietmar Bruckner, Brian Sallans, Gerhard Russ, 2005 .