Rui Lu

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authored 6 papers 6 months ago

Augmenting Unsupervised Reinforcement Learning with Self-Reference

Paper • 2311.09692 • Published Nov 16, 2023 • 1

Provable General Function Class Representation Learning in Multitask Bandits and MDPs

Paper • 2205.15701 • Published May 31, 2022

EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones

Paper • 2211.09703 • Published Nov 17, 2022

Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing

Paper • 2407.08770 • Published Jul 11, 2024 • 21

How Far is Video Generation from World Model: A Physical Law Perspective

Paper • 2411.02385 • Published Nov 4, 2024 • 34

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 135