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conftrace_

contextual markov decision process

6 papers

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Also known as

CMDP

Co-occurring keywords · papers mentioning both

context-varying representation (1) reward-free reinforcement learning (1) multi-task policy (1) least-square regression (1) smoothness assumption (1) linear setting (1) layerwise exploration-exploitation tradeoff (1) latent confounder (1) linear representation (1) healthcare application (1)

Papers

Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff NeurIPS 2024 Sample Complexity Characterization for Linear Contextual MDPs AISTATS 2024 Optimism in Face of a Context:Regret Guarantees for Stochastic Contextual MDP AAAI 2023 Provably Efficient Lifelong Reinforcement Learning with Linear Representation ICLR 2023 On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning ICLR 2022 Markov Decision Processes with Continuous Side Information ALT 2018