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» Stochastic Analysis of Dynamic Processes
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ECAI
2010
Springer
14 years 11 months ago
The Dynamics of Multi-Agent Reinforcement Learning
Abstract. Infinite-horizon multi-agent control processes with nondeterminism and partial state knowledge have particularly interesting properties with respect to adaptive control, ...
Luke Dickens, Krysia Broda, Alessandra Russo
NIPS
2007
14 years 11 months ago
Variational Inference for Diffusion Processes
Diffusion processes are a family of continuous-time continuous-state stochastic processes that are in general only partially observed. The joint estimation of the forcing paramete...
Cédric Archambeau, Manfred Opper, Yuan Shen...
ICCAD
2002
IEEE
149views Hardware» more  ICCAD 2002»
15 years 6 months ago
Battery-aware power management based on Markovian decision processes
- This paper addresses the problem of maximizing capacity utilization of the battery power source in a portable electronic system under latency and loss rate constraints. First, a ...
Peng Rong, Massoud Pedram
IPPS
2005
IEEE
15 years 3 months ago
Towards Quantitative Analysis of Real-Time UML Using Stochastic Petri Nets
In recent years the Unified Modeling Language (UML) including its profiles gained increasing acceptance as a specification language for modeling real-time systems. It is crucia...
Jan Trowitzsch, Armin Zimmermann, Günter Homm...
JPDC
2006
104views more  JPDC 2006»
14 years 9 months ago
Performance analysis of different checkpointing and recovery schemes using stochastic model
Several schemes for checkpointing and rollback recovery have been reported in the literature. In this paper, we analyze some of these schemes under a stochastic model. We have der...
Partha Sarathi Mandal, Krishnendu Mukhopadhyaya