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Emma Brunskill (Stanford University): Efficient Reinforcement Learning When Data is Costly
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation
Sample-Efficient Reinforcement Learning with Rich Observations
Sample Efficient Reinforcement Learning, Chi-Guhn Lee @ U Toronto
Reinforcement Learning on Large Language Models
Sample-Efficient Reinforcement Learning of Undercomplete POMDPs.
ICML 2020 Oral Talk: Planning to Explore via Self-Supervised World Models
Decision Transformer: Reinforcement Learning via Sequence Modeling (Research Paper Explained)
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning - Sham Kakade
Practical Model-based Algorithms for Reinforcement Learning and Imitation Learning, with...
Formal Languages and Automata for Reward Function Specification and Efficient Reinforcement Learning
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Last Updated: August 21, 2026
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