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Introduction to stochastic actor-based models for network dynamics

Social Networks, 2010
Tom Ab Snijders, Christian Eg Steglich
exaly   +2 more sources

Shifting Power Relations in Sustainability Transitions: A Multi-actor Perspective

Journal of Environmental Policy and Planning, 2016
Flor Avelino, Julia M Wittmayer
exaly   +2 more sources

Robust Actor–Critic Learning for Continuous-Time Nonlinear Systems With Unmodeled Dynamics

IEEE transactions on fuzzy systems, 2021
This article considers the robust optimal control problem for a class of nonlinear systems in the presence of unmodeled dynamics. An adaptive optimal controller is designed using the online actor–critic learning and is robustified against unmodeled ...
Yongliang Yang   +3 more
semanticscholar   +1 more source

Actor classification using actor machines

2013 Asilomar Conference on Signals, Systems and Computers, 2013
Program analysis is an important tool in software development, both for verifying desired properties and for enabling optimizations. For dataflow programs, properties such as determinacy and static schedulability are important for verifying correctness and creating efficient implementations. In this paper we develop an analyzer for dataflow actors, the
Gustav Cedersjo, Jorn W. Janneck
openaire   +1 more source

On Finite-Time Convergence of Actor-Critic Algorithm

IEEE Journal on Selected Areas in Information Theory, 2021
Actor-critic algorithm and their extensions have made great achievements in real-world decision-making problems. In contrast to its empirical success, the theoretical understanding of the actor-critic seems unsatisfactory. Most existing results only show
Shuang Qiu   +3 more
semanticscholar   +1 more source

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