Randy Jia

According to our database, Randy Jia authored at least 8 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

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

Shipra Agrawal, Randy Jia

Math. Oper. Res., February, 2023

Learning an Inventory Control Policy with General Inventory Arrival Dynamics.

Sohrab Andaz, Carson Eisenach, Dhruv Madeka, Kari Torkkola, Randy Jia, Dean P. Foster, Sham M. Kakade

CoRR, 2023

Contextual Bandits for Evaluating and Improving Inventory Control Policies.

Dean P. Foster, Randy Jia, Dhruv Madeka

CoRR, 2023

Linear Reinforcement Learning with Ball Structure Action Space.

Zeyu Jia, Randy Jia, Dhruv Madeka, Dean P. Foster

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

2022

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

Shipra Agrawal, Randy Jia

Oper. Res., 2022

2017

Posterior sampling for reinforcement learning: worst-case regret bounds.

Shipra Agrawal, Randy Jia

CoRR, 2017

2013

4-ordered-Hamiltonian problems of the generalized Petersen graph <i>GP</i>(<i>n</i>, 4).

Chun-Nan Hung, David Lu, Randy Jia, Cheng-Kuan Lin, László Lipták, Eddie Cheng, Jimmy J. M. Tan, Lih-Hsing Hsu

Math. Comput. Model., 2013

2010

Matching preclusion and Conditional Matching preclusion for Augmented Cubes.

Eddie Cheng, Randy Jia, David Lu

J. Interconnect. Networks, 2010