Overcoming the Long Horizon Barrier for Sample-Efficient Reinforcement
Learning with Latent Low-Rank Structure

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Overcoming the Long Horizon Barrier for Sample-Efficient Reinforcement Learning with Latent Low-Rank Structure

7 June 2022

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Papers citing "Overcoming the Long Horizon Barrier for Sample-Efficient Reinforcement Learning with Latent Low-Rank Structure"

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Title
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation Stefan Stojanovic Yassir Jedra Alexandre Proutiere 71 0 0 30 Oct 2024
Matrix Low-Rank Trust Region Policy Optimization Sergio Rozada Antonio G. Marques 87 0 0 27 May 2024
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning Stefan Stojanovic Yassir Jedra Alexandre Proutière 70 5 0 10 Oct 2023
Matrix Estimation for Offline Reinforcement Learning with Low-Rank Structure Xumei Xi Chao Yu Yudong Chen OffRL 42 0 0 24 May 2023
Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning Sergio Rozada Santiago Paternain A. Marques 101 15 0 21 Jan 2022