Mehdi Jafarnia-Jahromi

Learning Infinite-horizon Average-reward MDPs with Linear Function Approximation pdf

Haipeng Luo, Chen-Yu Wei, Rahul Jain, 2020, AISTATS.

Non-indexability of the stochastic appointment scheduling problem

Rahul Jain, Mehdi Jafarnia-Jahromi, Mehdi Jafarnia-Jahromi, 2017, Autom..

Online Learning for Unknown Partially Observable MDPs pdf

Ashutosh Nayyar, Rahul Jain, Mehdi Jafarnia-Jahromi, 2021, AISTATS.

Implicit Finite-Horizon Approximation and Efficient Optimal Algorithms for Stochastic Shortest Path pdf

Haipeng Luo, Rahul Jain, Mehdi Jafarnia-Jahromi, 2021, NeurIPS.

Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes

Haipeng Luo, R. Jain, Chen-Yu Wei, 2019, ICML.

Learning Zero-sum Stochastic Games with Posterior Sampling pdf

Ashutosh Nayyar, Rahul Jain, Mehdi Jafarnia-Jahromi, 2021, ArXiv.

Online Learning for Cooperative Multi-Player Multi-Armed Bandits pdf

Rahul Jain, Mehdi Jafarnia-Jahromi, William Chang, 2021, 2022 IEEE 61st Conference on Decision and Control (CDC).

Online Learning for Stochastic Shortest Path Model via Posterior Sampling pdf

Haipeng Luo, Rahul Jain, Mehdi Jafarnia-Jahromi, 2021, ArXiv.

Posterior sampling-based online learning for the stochastic shortest path model

Haipeng Luo, Mehdi Jafarnia-Jahromi, Rahul Jain, 2023, UAI.