Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes. [PDF]
Killian T +3 more
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Risk management by Markov decision processes
A very important and powerful tool in the study of mathematical finance including risk management is the model of Markov decision processes. My PhD research in the area of risk management is focused on three major problems: (1) risk sensitive partially ...
Liang, You
core
Evolving Robust Policy Coverage Sets in Multi-Objective Markov Decision Processes Through Intrinsically Motivated Self-Play. [PDF]
Abdelfattah S, Kasmarik K, Hu J.
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Revolutionizing load harmony in edge computing networks with probabilistic cellular automata and Markov decision processes. [PDF]
Sahu D +8 more
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Federated reinforcement learning with constrained markov decision processes and graph neural networks for fair and grid-constrained coordination of large-scale electric vehicle charging networks. [PDF]
Zhou L, Huo D, Chen J, Bo B, Li H.
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Learning to maximize reward rate: a model based on semi-Markov decision processes. [PDF]
Khodadadi A, Fakhari P, Busemeyer JR.
europepmc +1 more source
Decoding behavior with minimal and interpretable agent models. [PDF]
Nicoletti G, Celani A.
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A Morality Based Target Audience Analysis and Quantum Open System Interaction Model for Propaganda. [PDF]
Canan M.
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