RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy
Evaluation

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RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation

3 June 2024

Constantine Caramanis

Yonathan Efroni

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Papers citing "RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation"

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Title
To Distill or Decide? Understanding the Algorithmic Trade-off in Partially Observable Reinforcement Learning Yuda Song Dhruv Rohatgi Aarti Singh J. Andrew Bagnell 89 0 0 03 Oct 2025
Near-Optimal Clustering in Mixture of Markov Chains Junghyun Lee Yassir Jedra Alexandre Proutière Se-Young Yun 267 1 0 02 Jun 2025
A Classification View on Meta Learning Bandits Mirco Mutti Jeongyeol Kwon Shie Mannor Aviv Tamar 219 0 0 06 Apr 2025
Statistical Tractability of Off-policy Evaluation of History-dependent Policies in POMDPsInternational Conference on Learning Representations (ICLR), 2025 Yuheng Zhang Nan Jiang OffRL 183 2 0 03 Mar 2025