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05/11/2023
Stability and Convergence of Distributed Stochastic Approximations with large Unbounded Stochastic Information Delays
We generalize the Borkar-Meyn stability Theorem (BMT) to distributed sto...
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01/27/2022
Distributed gradient-based optimization in the presence of dependent aperiodic communication
Iterative distributed optimization algorithms involve multiple agents th...
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01/03/2022
Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms
We present sufficient conditions that ensure convergence of the multi-ag...
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05/10/2021
Practical sufficient conditions for convergence of distributed optimisation algorithms over communication networks with interference
Information exchange over networks can be affected by various forms of d...
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05/15/2019