Paper "regret analysis" Papers

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Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control

Bruce D. Lee, Leonardo F. Toso, Thomas T. Zhang et al.

AAAI 2025paperarXiv:2407.05781
4
citations

Regret Analysis of Repeated Delegated Choice

Suho Shin, Keivan Rezaei, Mohammad Hajiaghayi et al.

AAAI 2024paperarXiv:2310.04884
8
citations

Robustly Improving Bandit Algorithms with Confounded and Selection Biased Offline Data: A Causal Approach

Wen Huang, Xintao Wu

AAAI 2024paperarXiv:2312.12731
2
citations

Sample Efficient Reinforcement Learning with Partial Dynamics Knowledge

Meshal Alharbi, Mardavij Roozbehani, Munther Dahleh

AAAI 2024paperarXiv:2312.12558
4
citations