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CORR
2012
Springer
187views Education» more  CORR 2012»
12 years 5 months ago
Sequential Inference for Latent Force Models
Latent force models (LFMs) are hybrid models combining mechanistic principles with non-parametric components. In this article, we shall show how LFMs can be equivalently formulate...
Jouni Hartikainen, Simo Särkkä
IUI
2012
ACM
12 years 5 months ago
Probabilistic pointing target prediction via inverse optimal control
Numerous interaction techniques have been developed that make “virtual” pointing at targets in graphical user interfaces easier than analogous physical pointing tasks by invok...
Brian D. Ziebart, Anind K. Dey, J. Andrew Bagnell
MAGS
2010
97views more  MAGS 2010»
13 years 8 months ago
Towards reliable multi-agent systems: An adaptive replication mechanism
Abstract. Distributed cooperative applications (e.g., e-commerce) are now increasingly being designed as a set of autonomous entities, named agents, which interact and coordinate (...
Zahia Guessoum, Jean-Pierre Briot, Nora Faci, Oliv...
ATAL
2007
Springer
14 years 1 months ago
Workflow coordination for service-oriented multiagent systems
From a multiagent viewpoint, a workflow is a dynamic set of tasks performed by a set of agents to reach a shared goal. We show herein that commitments among agents can be used to ...
Jiangbo Dang, Jingshan Huang, Michael N. Huhns
NIPS
2003
13 years 11 months ago
Extending Q-Learning to General Adaptive Multi-Agent Systems
Recent multi-agent extensions of Q-Learning require knowledge of other agents’ payoffs and Q-functions, and assume game-theoretic play at all times by all other agents. This pap...
Gerald Tesauro