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» Hybrid Probabilistic Programs
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AUTOMATICA
2008
134views more  AUTOMATICA 2008»
13 years 5 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»
13 years 5 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
13 years 12 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
13 years 9 months ago
Verification of Hybrid Systems via Mathematical Programming
Alberto Bemporad, Manfred Morari
HYBRID
1997
Springer
13 years 9 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