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No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL

No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL

18 May 2022
Han Wang
Archit Sakhadeo
Adam White
James Bell
Vincent Liu
Xutong Zhao
Puer Liu
Tadashi Kozuno
Alona Fyshe
Martha White
    OffRL
    OnRL
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Papers citing "No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL"

5 / 5 papers shown
Title
Proper Laplacian Representation Learning
Proper Laplacian Representation Learning
Diego Gomez
Michael Bowling
Marlos C. Machado
26
0
0
16 Oct 2023
End-to-end Offline Reinforcement Learning for Glycemia Control
End-to-end Offline Reinforcement Learning for Glycemia Control
Tristan Beolet
Alice Adenis
E. Huneker
Maxime Louis
OffRL
38
1
0
16 Oct 2023
Domain Adaptation In Reinforcement Learning Via Latent Unified State
  Representation
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation
Jinwei Xing
Takashi Nagata
Kexin Chen
Xinyun Zou
Emre Neftci
J. Krichmar
OOD
26
43
0
10 Feb 2021
Towards Safe Policy Improvement for Non-Stationary MDPs
Towards Safe Policy Improvement for Non-Stationary MDPs
Yash Chandak
Scott M. Jordan
Georgios Theocharous
Martha White
Philip S. Thomas
OffRL
71
33
0
23 Oct 2020
Provably Efficient Online Hyperparameter Optimization with
  Population-Based Bandits
Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits
Jack Parker-Holder
Vu Nguyen
Stephen J. Roberts
OffRL
75
83
0
06 Feb 2020
1