Abstract: This brief studies the discounted stochastic linear quadratic regulator (LQR) problem for systems suffering from additive noise of unknown mean. A completely model-free (MF) value iteration ...
Distributed Adaptive Gradient Algorithm With Gradient Tracking for Stochastic Nonconvex Optimization
Abstract: This article considers a distributed stochastic nonconvex optimization problem, where the nodes in a network cooperatively minimize a sum of $L$-smooth ...
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