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Second Order Bounds for Contextual Bandits with Function Approximation

Second Order Bounds for Contextual Bandits with Function Approximation

24 September 2024
Aldo Pacchiano
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Papers citing "Second Order Bounds for Contextual Bandits with Function Approximation"

4 / 4 papers shown
Title
Constrained Online Decision-Making: A Unified Framework
Constrained Online Decision-Making: A Unified Framework
Haichen Hu
David Simchi-Levi
Navid Azizan
29
0
0
11 May 2025
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
Chenlu Ye
Yujia Jin
Alekh Agarwal
Tong Zhang
98
0
0
04 Feb 2025
How Does Variance Shape the Regret in Contextual Bandits?
How Does Variance Shape the Regret in Contextual Bandits?
Zeyu Jia
Jian Qian
Alexander Rakhlin
Chen-Yu Wei
35
4
0
16 Oct 2024
The Central Role of the Loss Function in Reinforcement Learning
The Central Role of the Loss Function in Reinforcement Learning
Kaiwen Wang
Nathan Kallus
Wen Sun
OffRL
43
7
0
19 Sep 2024
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