Jafarnia Jahromi, Mehdi

6 publications

AISTATS 2024 A Bayesian Learning Algorithm for Unknown Zero-Sum Stochastic Games with an Arbitrary Opponent Mehdi Jafarnia Jahromi, Rahul A Jain, Ashutosh Nayyar

UAI 2023 Posterior Sampling-Based Online Learning for the Stochastic Shortest Path Model Mehdi Jafarnia-Jahromi, Liyu Chen, Rahul Jain, Haipeng Luo

AISTATS 2022 Online Learning for Unknown Partially Observable MDPs Mehdi Jafarnia Jahromi, Rahul Jain, Ashutosh Nayyar

AISTATS 2021 Learning Infinite-Horizon Average-Reward MDPs with Linear Function Approximation Chen-Yu Wei, Mehdi Jafarnia Jahromi, Haipeng Luo, Rahul Jain

NeurIPS 2021 Implicit Finite-Horizon Approximation and Efficient Optimal Algorithms for Stochastic Shortest Path Liyu Chen, Mehdi Jafarnia-Jahromi, Rahul Jain, Haipeng Luo

UAI 2019 Approximate Relative Value Learning for Average-Reward Continuous State MDPs Hiteshi Sharma, Mehdi Jafarnia-Jahromi, Rahul Jain