Oral "sample complexity" Papers

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Agnostic Active Learning Is Always Better Than Passive Learning

Steve Hanneke

NEURIPS 2025oral

Breaking the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning

Laixi Shi, Jingchu Gai, Eric Mazumdar et al.

ICML 2025oralarXiv:2409.20067

An Improved Finite-time Analysis of Temporal Difference Learning with Deep Neural Networks

Zhifa Ke, Zaiwen Wen, Junyu Zhang

ICML 2024oralarXiv:2405.04017