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John R. Birge

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.GT1
  • math.OC1
ORCID 0000-0002-7446-0953
same name
  • John R. Birge — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedFinite-Sample Analysis of Decentralized Q-Learning for Stochastic Games

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2023

On the Convergence of L-shaped Algorithms for Two-Stage Stochastic Programming

John R. Birge, Haihao Lu, Baoyu Zhou

In this paper, we design, analyze, and implement a variant of the two-loop L-shaped algorithms for solving two-stage stochastic programming problems that arise from important appli…

cs.GT2021★ 4 cited

Finite-Sample Analysis of Decentralized Q-Learning for Stochastic Games

Zuguang Gao, Qianqian Ma, Tamer Başar +1

Learning in stochastic games is arguably the most standard and fundamental setting in multi-agent reinforcement learning (MARL). In this paper, we consider decentralized MARL in st…

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