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The Optimal Unbiased Value Estimator and its Relation to LSTD, TD and MC

The Optimal Unbiased Value Estimator and its Relation to LSTD, TD and MC

24 August 2009
Steffen Grunewalder
Klaus Obermayer
ArXiv (abs)PDFHTML

Papers citing "The Optimal Unbiased Value Estimator and its Relation to LSTD, TD and MC"

3 / 3 papers shown
The surprising efficiency of temporal difference learning for rare event prediction
The surprising efficiency of temporal difference learning for rare event predictionNeural Information Processing Systems (NeurIPS), 2024
Xiaoou Cheng
Jonathan Weare
OffRL
476
4
0
17 Jan 2025
On the Statistical Benefits of Temporal Difference Learning
On the Statistical Benefits of Temporal Difference LearningInternational Conference on Machine Learning (ICML), 2023
David Cheikhi
Daniel Russo
306
6
0
30 Jan 2023
RUDDER: Return Decomposition for Delayed Rewards
RUDDER: Return Decomposition for Delayed Rewards
Jose A. Arjona-Medina
Michael Gillhofer
Michael Widrich
Thomas Unterthiner
Johannes Brandstetter
Sepp Hochreiter
423
252
0
20 Jun 2018
1
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