Concepedia

Randy Jia

RJ

5

Publications

277

Citations

5

H-Index

2010

Active since

Affiliations

Columbia University(Current)

Randy Jia is an author at Columbia University specializing in engineering, decision theory, and computer science.

Top concepts

EngineeringDecision TheoryComputer ScienceManagementGraph TheoryDecision ScienceMachine LearningOperations ResearchDiscrete MathematicsQuantitative Management

Publications per year

2010–2022

5

Publications

5

Optimistic Posterior Sampling for Reinforcement Learning: Worst-Case Regret Bounds

Shipra Agrawal, Randy Jia · Mathematics of Operations Research · 2022 · 101 citations

Engineering, Stochastic Game, Uncertainty Quantification +12

Mathematical and Computer Modelling

Chun‐Nan Hung, David Lu, Randy Jia et al. · 2011 · 53 citations

Graph Minor, Applied Mathematical Modelling, Mathematical Modeling +14

MATCHING PRECLUSION AND CONDITIONAL MATCHING PRECLUSION FOR AUGMENTED CUBES

Eddie Cheng, Randy Jia, David Lu · Journal of Interconnection Networks · 2010 · 45 citations

Engineering, Planar Graph, Network Analysis +19

Learning in Structured MDPs with Convex Cost Functions: Improved Regret Bounds for Inventory Management

Shipra Agrawal, Randy Jia · Operations Research · 2022 · 39 citations

Mathematical Programming, Engineering, Machine Learning +21

Learning in Structured MDPs with Convex Cost Functions

Shipra Agrawal, Randy Jia · 2019 · 39 citations

Mathematical Programming, Markov Decision Process, Engineering +13

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