A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning

NeurIPSOral2025

Authors: Yuzheng Hu, Fan Wu, Haotian Ye, David Forsyth, James Zou, Nan Jiang, Jiaqi W. Ma, Han Zhao
Affiliation: University of Illinois at Urbana-Champaign
Venue: NeurIPS 2025
Track: Oral

TL;DR

We propose the first framework of data attribution for online RL.

Opening excerpt from the authors’ abstract. source

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Topics

reinforcement learning

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