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155
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AIPS
2006
15 years 4 months ago
Solving Factored MDPs with Exponential-Family Transition Models
Markov decision processes (MDPs) with discrete and continuous state and action components can be solved efficiently by hybrid approximate linear programming (HALP). The main idea ...
Branislav Kveton, Milos Hauskrecht
117
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HYBRID
2007
Springer
15 years 8 months ago
Approximation of the Joint Spectral Radius of a Set of Matrices Using Sum of Squares
We provide an asymptotically tight, computationally efficient approximation of the joint spectral radius of a set of matrices using sum of squares (SOS) programming. The approach i...
Pablo A. Parrilo, Ali Jadbabaie
127
Voted
HYBRID
2004
Springer
15 years 8 months ago
Almost ASAP Semantics: From Timed Models to Timed Implementations
In this paper, we introduce a parametric semantics for timed controllers called the Almost ASAP semantics. This semantics is a relaxation of the usual ASAP3 semantics (also called ...
Martin De Wulf, Laurent Doyen, Jean-Françoi...
124
Voted
TIT
2010
158views Education» more  TIT 2010»
14 years 9 months ago
Belief propagation, Dykstra's algorithm, and iterated information projections
Belief propagation is shown to be an instance of a hybrid between two projection algorithms in the convex programming literature: Dykstra's algorithm with cyclic Bregman proje...
John MacLaren Walsh, Phillip A. Regalia
IROS
2008
IEEE
171views Robotics» more  IROS 2008»
15 years 9 months ago
Action planner of hybrid leg-wheel robots for lunar and planetary exploration
— In this paper, we propose an action planning algorithm and its evaluation method based on dynamic simulation for a novel type of hybrid leg-wheel rover for planetary exploratio...
Eric Rohmer, Giulio Reina, Genya Ishigami, Keiji N...