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Online learning of Riemannian hidden Markov models in homogeneous Hadamard spaces. (English) Zbl 07495200

Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 37-44 (2021).
MSC:  60J22 94A12 94A08
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Full gradient DQN reinforcement learning: a provably convergent scheme. (English) Zbl 1471.93287

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 192-220 (2021).
MSC:  93E35 90C40 68T07
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A variational inequality based stochastic approximation for inverse problems in stochastic partial differential equations. (English) Zbl 1472.35451

Rassias, Themistocles M. (ed.) et al., Nonlinear analysis and global optimization. Cham: Springer. Springer Optim. Appl. 167, 207-226 (2021).
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