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ECAI
2010
Springer
15 years 8 months ago
The Dynamics of Multi-Agent Reinforcement Learning
Abstract. Infinite-horizon multi-agent control processes with nondeterminism and partial state knowledge have particularly interesting properties with respect to adaptive control, ...
Luke Dickens, Krysia Broda, Alessandra Russo
FGR
2008
IEEE
192views Biometrics» more  FGR 2008»
15 years 8 months ago
Tracking a walking person using activity-guided annealed particle filtering
Tracking human pose using observations from less than three cameras is a challenging task due to ambiguity in the available image evidence. This work presents a method for trackin...
John Darby, Baihua Li, Nicholas Costen
ICML
2010
IEEE
15 years 8 months ago
Generalizing Apprenticeship Learning across Hypothesis Classes
This paper develops a generalized apprenticeship learning protocol for reinforcementlearning agents with access to a teacher who provides policy traces (transition and reward obse...
Thomas J. Walsh, Kaushik Subramanian, Michael L. L...
ASWEC
2010
IEEE
15 years 7 months ago
Support for Business Process Flexibility in Service Compositions: An Evaluative Survey
— Service compositions provide a promising way to realize and coordinate automated support for business activities and processes. These business processes and their automated sup...
Malinda Kapuruge, Jun Han, Alan W. Colman
ICASSP
2010
IEEE
15 years 7 months ago
Fundamental limits of image denoising: Are we there yet?
In this paper, we study the fundamental performance limits of image denoising where the aim is to recover the original image from its noisy observation. Our study is based on a ge...
Priyam Chatterjee, Peyman Milanfar