A Hierarchical Community of Experts. - Geoffrey E. Hinton; Brian Sallans; Zoubin Ghahramani (Learning in Graphical Models, 1998)

Learning Factored Representations for Partially Observable Markov Decision Processes. - Brian Sallans (NIPS, 1999)

Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task. - Brian Sallans; Geoffrey E. Hinton (NIPS, 2000)

Reinforcement learning for factored Markov decision processes. - Brian Sallans (2002)

Simulation and Validation of an Integrated Markets Model. - Brian Sallans; Alexander Pfister; Alexandros Karatzoglou; Georg Dorffner (J. Artif. Soc. Soc. Simul., 2003)

Reinforcement Learning with Factored States and Actions. - Brian Sallans; Geoffrey E. Hinton (J. Mach. Learn. Res., 2004)

Semantic Based Information Fusion in a Multimodal Interface. - Gerhard Russ; Brian Sallans; Harald Hareter (CSREA HCI, 2005)

Behavior learning via state chains from motion detector sensors. - Dietmar Bruckner; Brian Sallans; Roland Lang (BIONETICS, 2007)