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» Hybrid Probabilistic Programs
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AUTOMATICA
2008
134views more  AUTOMATICA 2008»
14 years 9 months ago
Probabilistic reachability and safety for controlled discrete time stochastic hybrid systems
In this work, probabilistic reachability over a finite horizon is investigated for a class of discrete time stochastic hybrid systems with control inputs. A suitable embedding of ...
Alessandro Abate, Maria Prandini, John Lygeros, Sh...
JIRS
2008
100views more  JIRS 2008»
14 years 9 months ago
Model-based Predictive Control of Hybrid Systems: A Probabilistic Neural-network Approach to Real-time Control
Abstract This paper proposes an approach for reducing the computational complexity of a model-predictive-control strategy for discrete-time hybrid systems with discrete inputs only...
Bostjan Potocnik, Gasper Music, Igor Skrjanc, Boru...
HYBRID
2010
Springer
15 years 3 months ago
On the connections between PCTL and dynamic programming
Probabilistic Computation Tree Logic (PCTL) is a wellknown modal logic which has become a standard for expressing temporal properties of finite-state Markov chains in the context...
Federico Ramponi, Debasish Chatterjee, Sean Summer...
HYBRID
1999
Springer
15 years 1 months ago
Verification of Hybrid Systems via Mathematical Programming
Alberto Bemporad, Manfred Morari
HYBRID
1997
Springer
15 years 1 months ago
Hybrid Dynamic Programming
In this paper we outline the derivation of a hybrid Hamilton-JacobiBellman equation for our Multiple Agent Hybrid Control Architecture (MACHA) [5, 4] and a hybrid system dynamic p...
Wolf Kohn, Jeffrey B. Remmel