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asymptotic performance

4 papers

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Co-occurring keywords · papers mentioning both

sample efficiency (2) recurrent model-free reinforcement learning (1) memory-based architecture (1) value comparison (1) sub-gaussian dictionary (1) partial observable markov decision process (1) evaluation paradigm (1) adaptive constraint (1) dictionary matrix (1) empirical methodology (1)

Papers

Principled Analysis of Deep Reinforcement Learning Evaluation and Design Paradigms AAAI 2026 Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL ICML 2024 Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs ICML 2022 A Universal Analysis of Large-Scale Regularized Least Squares Solutions NeurIPS 2017