adaptive stepsizes

2 papers across 2 sessions

Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Problem-Parameter-Free Decentralized Bilevel Optimization

#710 · Zhiwei Zhai, Wenjing Yan, Ying-Jun Zhang

Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Non-Asymptotic Guarantees for Average-Reward Q-Learning with Adaptive Stepsizes

#5416 · Zaiwei Chen

This work presents the first finite-time analysis of average-reward Q-learning with asynchronous updates based on a single trajectory of Markovian samples.