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JAIR
2006
143views more  JAIR 2006»
13 years 9 months ago
Convexity Arguments for Efficient Minimization of the Bethe and Kikuchi Free Energies
Loopy and generalized belief propagation are popular algorithms for approximate inference in Markov random fields and Bayesian networks. Fixed points of these algorithms have been...
Tom Heskes
ENTCS
2007
129views more  ENTCS 2007»
13 years 9 months ago
Protocol Composition Logic (PCL)
Protocol Composition Logic (PCL) is a logic for proving security properties of network protocols that use public and symmetric key cryptography. The logic is designed around a pro...
Anupam Datta, Ante Derek, John C. Mitchell, Arnab ...
KBS
2006
105views more  KBS 2006»
13 years 9 months ago
Robot docking based on omnidirectional vision and reinforcement learning
We present a system for visual robotic docking using an omnidirectional camera coupled with the actor critic reinforcement learning algorithm. The system enables a PeopleBot robot...
David Muse, Cornelius Weber, Stefan Wermter
MOR
2006
80views more  MOR 2006»
13 years 9 months ago
Regret Minimization Under Partial Monitoring
We consider repeated games in which the player, instead of observing the action chosen by the opponent in each game round, receives a feedback generated by the combined choice of ...
Nicolò Cesa-Bianchi, Gábor Lugosi, G...
TIT
2008
106views more  TIT 2008»
13 years 9 months ago
Constrained Sequential Resource Allocation and Guessing Games
In this paper, we consider a constrained sequential resource allocation problem where an individual needs to accomplish a task by repeatedly guessing/investing a sufficient level o...
Nicholas B. Chang, Mingyan Liu