4.8k citations · 5.1k across the 59 of their papers we have counts for
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Stability analysis of two-class retrial systems with constant retrial rates and general service times
Konstantin Avrachenkov, Evsey Morozov, Ruslana Nekrasova
We establish stability criterion for a two-class retrial system with Poisson inputs, general class-dependent service times and class-dependent constant retrial rates. We also chara…
The Granger-Johansen representation theorem for integrated time series on Banach space
Phil Howlett, Brendan Beare, Massimo Franchi +2
We prove an extended Granger-Johansen representation theorem (GJRT) for finite or infinite order integrated autoregressive time series on Banach space. We assume only that the reso…
Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme
K. E. Avrachenkov, V. S. Borkar, H. P. Dolhare +1
We analyze the DQN reinforcement learning algorithm as a stochastic approximation scheme using the o.d.e. (for 'ordinary differential equation') approach and point out certain theo…