Jalaj Bhandari

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Temporal Difference

Policy Gradient

Reinforcement Learning

Function Approximation

Top Venues

Oper. Res. Lett.

Publications

Ruiyang Xu, Jalaj Bhandari, Dmytro Korenkevych, Fan Liu, Yuchen He, Alex Nikulkov, Zheqing Zhu
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning. RecSys (2023)
Ruiyang Xu, Jalaj Bhandari, Dmytro Korenkevych, Fan Liu, Yuchen He, Alex Nikulkov, Zheqing Zhu
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning. CoRR (2023)
Zheqing Zhu, Rodrigo de Salvo Braz, Jalaj Bhandari, Daniel Jiang, Yi Wan, Yonathan Efroni, Liyuan Wang, Ruiyang Xu, Hongbo Guo, Alex Nikulkov, Dmytro Korenkevych, Ürün Dogan, Frank Cheng, Zheng Wu, Wanqiao Xu
Pearl: A Production-ready Reinforcement Learning Agent. CoRR (2023)
Jalaj Bhandari, Daniel Russo
On the Linear Convergence of Policy Gradient Methods for Finite MDPs. AISTATS (2021)
Jalaj Bhandari, Daniel Russo, Raghav Singal
A Finite Time Analysis of Temporal Difference Learning with Linear Function Approximation. Oper. Res. 69 (3) (2021)
Jalaj Bhandari, Daniel Russo
A Note on the Linear Convergence of Policy Gradient Methods. CoRR (2020)
Jalaj Bhandari, Daniel Russo
Global Optimality Guarantees For Policy Gradient Methods. CoRR (2019)
Jalaj Bhandari, Daniel Russo, Raghav Singal
A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation. CoRR (2018)
Jalaj Bhandari, Daniel Russo, Raghav Singal
A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation. COLT (2018)
Francois Fagan, Jalaj Bhandari, John P. Cunningham
Annular Augmentation Sampling. AISTATS (2017)
Francois Fagan, Jalaj Bhandari, John P. Cunningham
Elliptical Slice Sampling with Expectation Propagation. UAI (2016)
Vashist Avadhanula, Jalaj Bhandari, Vineet Goyal, Assaf Zeevi
On the tightness of an LP relaxation for rational optimization and its applications. Oper. Res. Lett. 44 (5) (2016)