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Tight Guarantees for Interactive Decision Making with the Decision-Estimation Coefficient

Tight Guarantees for Interactive Decision Making with the Decision-Estimation Coefficient

Dylan J. Foster
Noah Golowich
Yanjun Han
ArXiv (abs)PDFHTML

Papers citing "Tight Guarantees for Interactive Decision Making with the Decision-Estimation Coefficient"

5 / 5 papers shown
Title
Decision Making in Hybrid Environments: A Model Aggregation Approach
Decision Making in Hybrid Environments: A Model Aggregation Approach
Haolin Liu
Chen-Yu Wei
Julian Zimmert
251
0
0
09 Feb 2025
A Complete Characterization of Learnability for Stochastic Noisy Bandits
A Complete Characterization of Learnability for Stochastic Noisy Bandits
Steve Hanneke
Kun Wang
176
1
0
20 Jan 2025
When is Agnostic Reinforcement Learning Statistically Tractable?
When is Agnostic Reinforcement Learning Statistically Tractable?
Zeyu Jia
Gene Li
Alexander Rakhlin
Ayush Sekhari
Nathan Srebro
OffRL
118
5
0
09 Oct 2023
Bayesian Design Principles for Frequentist Sequential Learning
Bayesian Design Principles for Frequentist Sequential Learning
Yunbei Xu
A. Zeevi
125
13
0
01 Oct 2023
Model-Free Reinforcement Learning with the Decision-Estimation Coefficient
Model-Free Reinforcement Learning with the Decision-Estimation Coefficient
Dylan J. Foster
Noah Golowich
Jian Qian
Alexander Rakhlin
Ayush Sekhari
OffRL
94
10
0
25 Nov 2022

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