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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 of Undercomplete POMDPs.
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning - Sham Kakade
Sample Efficient Grasp Learning Using Equivariant Models
Robust Humanoid Locomotion Using Trajectory Optimization and Sample-Efficient Learning
Practical Model-based Algorithms for Reinforcement Learning and Imitation Learning, with...
Decision Transformer: Reinforcement Learning via Sequence Modeling (Research Paper Explained)
Temporal Difference Models: Deep Model-free RL for Model-based
Towards Generalization and Efficiency in Reinforcement Learning
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Last Updated: August 21, 2026
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