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ECML
2005
Springer
14 years 1 months ago
Model-Based Online Learning of POMDPs
Abstract. Learning to act in an unknown partially observable domain is a difficult variant of the reinforcement learning paradigm. Research in the area has focused on model-free m...
Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony
HICSS
2007
IEEE
141views Biometrics» more  HICSS 2007»
14 years 1 months ago
Distributed Knowledge Construction in an Online Community of Inquiry
This paper examines sustained, socially-situated engagement in online learning communities. We propose three levels of engagement that are examined through an empirical study of j...
James Waters, Susan Gasson
IJAMC
2010
149views more  IJAMC 2010»
13 years 6 months ago
Deadline-Driven Auctions for NPC host allocation in P2P MMOGs
: This paper presents the design, implementation and evaluation of Deadline-Driven Auctions (DDA), a novel task mapping infrastructure for heterogeneous distributed environments. D...
Lu Fan, Philip W. Trinder, Hamish Taylor
TCIAIG
2010
13 years 2 months ago
Learning to Drive in the Open Racing Car Simulator Using Online Neuroevolution
In this paper, we applied online neuroevolution to evolve nonplayer characters for The Open Racing Car Simulator (TORCS). While previous approaches allowed online learning with per...
Luigi Cardamone, Daniele Loiacono, Pier Luca Lanzi