Author

Guodong Pang

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Open access Sep 2026

Time-varying single-server queues with state-dependent Hawkes arrivals

We study a non-stationary state-dependent Hawkes single-server queueing model with both time-varying arrival and service rates, under the first-come first-served discipline. The arrival process is a Hawkes process with a time-varying baseline rate function, and a self-exciting function that depends on the state of the...

Tung Duong Vuong, Guo-Dong Pang · Queueing systems · 0 citations

Preprint Sep 2026

Data-Driven Brownian Reflection Control

We study a data-driven reflection control problem for a Brownian model with unknown drift and volatility. We first propose a learn-then-optimize (LTO) algorithm: it estimates the policy-relevant parameter during exploration, plugs the estimate into the optimality equation, and exploits the resulting policy---achieving...

Guo-Dong Pang, Da-Cheng Yao, Hao Yin · 0 citations

Preprint Jul 2026

Jacobi-like relative value iteration algorithms for ergodic risk-sensitive control of Markov chains

Under the assumption that the DTMC is irreducible and recurrent under every stationary Markov policy, it is proved that the iterates of the proposed RVI algorithms converge at a geometric rate.

Sumith Reddy Anugu, Guo-Dong Pang, Nicola Sassone · 1 citation