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Randy Jia
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2020 – today
- 2023
- [j4]Shipra Agrawal, Randy Jia:
Optimistic Posterior Sampling for Reinforcement Learning: Worst-Case Regret Bounds. Math. Oper. Res. 48(1): 363-392 (2023) - [c3]Zeyu Jia, Randy Jia, Dhruv Madeka, Dean P. Foster:
Linear Reinforcement Learning with Ball Structure Action Space. ALT 2023: 755-775 - [i5]Dean P. Foster, Randy Jia, Dhruv Madeka:
Contextual Bandits for Evaluating and Improving Inventory Control Policies. CoRR abs/2310.16096 (2023) - [i4]Sohrab Andaz, Carson Eisenach, Dhruv Madeka, Kari Torkkola, Randy Jia, Dean P. Foster, Sham M. Kakade:
Learning an Inventory Control Policy with General Inventory Arrival Dynamics. CoRR abs/2310.17168 (2023) - 2022
- [j3]Shipra Agrawal, Randy Jia:
Learning in Structured MDPs with Convex Cost Functions: Improved Regret Bounds for Inventory Management. Oper. Res. 70(3): 1646-1664 (2022) - [i3]Zeyu Jia, Randy Jia, Dhruv Madeka, Dean P. Foster:
Linear Reinforcement Learning with Ball Structure Action Space. CoRR abs/2211.07419 (2022)
2010 – 2019
- 2019
- [c2]Shipra Agrawal, Randy Jia:
Learning in Structured MDPs with Convex Cost Functions: Improved Regret Bounds for Inventory Management. EC 2019: 743-744 - [i2]Shipra Agrawal, Randy Jia:
Learning in structured MDPs with convex cost functions: Improved regret bounds for inventory management. CoRR abs/1905.04337 (2019) - 2017
- [c1]Shipra Agrawal, Randy Jia:
Optimistic posterior sampling for reinforcement learning: worst-case regret bounds. NIPS 2017: 1184-1194 - [i1]Shipra Agrawal, Randy Jia:
Posterior sampling for reinforcement learning: worst-case regret bounds. CoRR abs/1705.07041 (2017) - 2013
- [j2]Chun-Nan Hung, David Lu, Randy Jia, Cheng-Kuan Lin, László Lipták, Eddie Cheng, Jimmy J. M. Tan, Lih-Hsing Hsu:
4-ordered-Hamiltonian problems of the generalized Petersen graph GP(n, 4). Math. Comput. Model. 57(3-4): 595-601 (2013) - 2010
- [j1]Eddie Cheng, Randy Jia, David Lu:
Matching preclusion and Conditional Matching preclusion for Augmented Cubes. J. Interconnect. Networks 11(1-2): 35-60 (2010)
Coauthor Index
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