65 citations · 68 across the 6 of their papers we have counts for
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cs.LG2022
Multi-User Reinforcement Learning with Low Rank Rewards
Naman Agarwal, Prateek Jain, Suhas Kowshik +2
In this work, we consider the problem of collaborative multi-user reinforcement learning. In this setting there are multiple users with the same state-action space and transition p…
cs.LG2021★ 1 cited
Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems
Prateek Jain, Suhas S Kowshik, Dheeraj Nagaraj +1
We consider the setting of vector valued non-linear dynamical systems , where is unbiased noise and is a known link…
cs.LG2021★ 2 cited
Streaming Linear System Identification with Reverse Experience Replay
Prateek Jain, Suhas S Kowshik, Dheeraj Nagaraj +1
We consider the problem of estimating a linear time-invariant (LTI) dynamical system from a single trajectory via streaming algorithms, which is encountered in several applications…