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model-free rl

7 papers

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Co-occurring keywords · papers mentioning both

model-based rl (4) model-free reinforcement learning (3) model-based reinforcement learning (3) sample efficiency (3) regret bound (2) visual reinforcement learning (2) representation learning (2) amortized value (1) grid sizes (1) image pools (1)

Papers

One Encoder to Rule them All: Representation Learning for Model-free Visual Reinforcement Learning using Fourier Neural Operators ICCV 2025 Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning ICML 2025 Towards Achieving Sub-linear Regret and Hard Constraint Violation in Model-free RL AISTATS 2024 Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration NeurIPS 2023 Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination NeurIPS 2022 Combining Q-Learning and Search with Amortized Value Estimates ICLR 2020 Sample Efficient Reinforcement Learning with Gaussian Processes ICML 2014