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ECCV
2006
Springer
14 years 7 months ago
Iterative Extensions of the Sturm/Triggs Algorithm: Convergence and Nonconvergence
We give the first complete theoretical convergence analysis for the iterative extensions of the Sturm/Triggs algorithm. We show that the simplest extension, SIESTA, converges to no...
John Oliensis, Richard Hartley
ICS
1989
Tsinghua U.
13 years 9 months ago
Convergence rate and termination of asynchronous iterative algorithms
We consider iterative algorithms of the form z := f(z), executed by a parallel or distributed computing system. We focus on asynchronous implementations whereby each processor ite...
Dimitri P. Bertsekas, John N. Tsitsiklis
CPC
2002
205views more  CPC 2002»
13 years 5 months ago
Convergence Of The Iterated Prisoner's Dilemma Game
Co-learning is a model involving agents from a large population, who interact by playing a fixed game and update their behaviour based on previous experience and the outcome of th...
Martin E. Dyer, Leslie Ann Goldberg, Catherine S. ...
JMLR
2002
100views more  JMLR 2002»
13 years 5 months ago
On the Convergence of Optimistic Policy Iteration
We consider a finite-state Markov decision problem and establish the convergence of a special case of optimistic policy iteration that involves Monte Carlo estimation of Q-values,...
John N. Tsitsiklis
AUTOMATICA
2005
116views more  AUTOMATICA 2005»
13 years 5 months ago
Monotonically convergent iterative learning control for linear discrete-time systems
In iterative learning control schemes for linear discrete time systems, conditions to guarantee the monotonic convergence of the tracking9 error norms are derived. By using the Ma...
Kevin L. Moore, Yangquan Chen, Vikas Bahl