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conftrace_

low-rank markov decision process

6 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (3) regret bound (2) sample complexity (2) offline reinforcement learning (2) uncertainty measure (1) representation selection (1) suboptimality bound (1) spectral properties (1) baseline policy (1) sub-optimality gap (1)

Papers

Efficient Duple Perturbation Robustness in Low-rank MDPs L4DC 2025 Offline Multi-task Transfer RL with Representational Penalization AISTATS 2025 On Constant Regret for Low-Rank MDPs UAI 2025 Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL NeurIPS 2024 Provably efficient representation selection in Low-rank Markov Decision Processes: from online to offline RL UAI 2023 A Reduction-Based Framework for Conservative Bandits and Reinforcement Learning ICLR 2022