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An Experimental Design Perspective on Model-Based Reinforcement Learning

An Experimental Design Perspective on Model-Based Reinforcement Learning

9 December 2021
Viraj Mehta
Biswajit Paria
J. Schneider
Stefano Ermon
W. Neiswanger
    OffRL
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Papers citing "An Experimental Design Perspective on Model-Based Reinforcement Learning"

4 / 4 papers shown
Title
Increasing Information for Model Predictive Control with Semi-Markov Decision Processes
Increasing Information for Model Predictive Control with Semi-Markov Decision Processes
Rémy Hosseinkhan Boucher
Onofrio Semeraro
L. Mathelin
48
0
0
28 Jan 2025
Active Exploration in Bayesian Model-based Reinforcement Learning for
  Robot Manipulation
Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation
Carlos Plou
Ana C. Murillo
Ruben Martinez-Cantin
OffRL
40
0
0
02 Apr 2024
Distributionally Robust Model-based Reinforcement Learning with Large
  State Spaces
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces
Shyam Sundhar Ramesh
Pier Giuseppe Sessa
Yifan Hu
Andreas Krause
Ilija Bogunovic
OOD
42
10
0
05 Sep 2023
Near-optimal Policy Identification in Active Reinforcement Learning
Near-optimal Policy Identification in Active Reinforcement Learning
Xiang Li
Viraj Mehta
Johannes Kirschner
I. Char
W. Neiswanger
J. Schneider
Andreas Krause
Ilija Bogunovic
OffRL
43
6
0
19 Dec 2022
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