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20202024
most citedPolicy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence

8 citations · 31 across the 13 of their papers we have counts for

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cs.GT2023

Evaluating and Incentivizing Diverse Data Contributions in Collaborative Learning

Baihe Huang, Sai Praneeth Karimireddy, Michael I. Jordan

For a federated learning model to perform well, it is crucial to have a diverse and representative dataset. However, the data contributors may only be concerned with the performanc…

cs.GT2021★ 4 cited

Towards General Function Approximation in Zero-Sum Markov Games

Baihe Huang, Jason D. Lee, Zhaoran Wang +1

This paper considers two-player zero-sum finite-horizon Markov games with simultaneous moves. The study focuses on the challenging settings where the value function or the model is…