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ICML
2005
IEEE
16 years 8 months ago
A causal approach to hierarchical decomposition of factored MDPs
We present Variable Influence Structure Analysis, an algorithm that dynamically performs hierarchical decomposition of factored Markov decision processes. Our algorithm determines...
Anders Jonsson, Andrew G. Barto
COCO
2009
Springer
96views Algorithms» more  COCO 2009»
16 years 1 months ago
Parallel Approximation of Non-interactive Zero-sum Quantum Games
This paper studies a simple class of zero-sum games played by two competing quantum players: each player sends a mixed quantum state to a referee, who performs a joint measurement...
Rahul Jain, John Watrous
AUTOMATICA
2008
94views more  AUTOMATICA 2008»
15 years 7 months ago
Reachability analysis of continuous-time piecewise affine systems
This paper proposes an algorithm for the characterization of reachable sets of states for continuous-time piecewise affine systems. Given a model of the system and a bounded set o...
Abdullah Hamadeh, Jorge Goncalves
DAGM
2004
Springer
16 years 17 days ago
Learning with Distance Substitution Kernels
Abstract. During recent years much effort has been spent in incorporating problem specific a-priori knowledge into kernel methods for machine learning. A common example is a-prior...
Bernard Haasdonk, Claus Bahlmann
CAV
2009
Springer
116views Hardware» more  CAV 2009»
15 years 11 months ago
Priority Scheduling of Distributed Systems Based on Model Checking
Priorities are used to control the execution of systems to meet given requirements for optimal use of resources, e.g., by using scheduling policies. For distributed systems, it is ...
Ananda Basu, Saddek Bensalem, Doron Peled, Joseph ...