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online reinforcement learning

3 papers across 2 sessions

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
#2210 · Tonghe Zhang, Chao Yu, Sichang Su, Yu Wang

We propose an online reinforcement learning technique to fine-tune a family of flow matching policies for robot learning.

Poster Session 6

2 papers
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
#104 · Yuzheng Hu, Fan Wu, Haotian Ye, David Forsyth, James Zou, Nan Jiang, Jiaqi Ma, Han Zhao

We propose the first framework of data attribution for online RL.
Compute-Optimal Scaling for Value-Based Deep RL
#216 · Preston Fu, Oleh Rybkin, Zhiyuan (Paul) Zhou, Michal Nauman, Pieter Abbeel, Sergey Levine, Aviral Kumar