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The Benefits of Model-Based Generalization in Reinforcement Learning

The Benefits of Model-Based Generalization in Reinforcement Learning

4 November 2022
K. Young
Aditya A. Ramesh
Louis Kirsch
Jürgen Schmidhuber
    OffRL
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Papers citing "The Benefits of Model-Based Generalization in Reinforcement Learning"

3 / 3 papers shown
Title
Learn A Flexible Exploration Model for Parameterized Action Markov Decision Processes
Zijian Wang
Bin Wang
Mingwen Shao
Hongbo Dou
Boxiang Tao
36
0
0
06 Jan 2025
Closing the Gap between TD Learning and Supervised Learning -- A
  Generalisation Point of View
Closing the Gap between TD Learning and Supervised Learning -- A Generalisation Point of View
Raj Ghugare
Matthieu Geist
Glen Berseth
Benjamin Eysenbach
OffRL
35
14
0
20 Jan 2024
Evaluating model-based planning and planner amortization for continuous
  control
Evaluating model-based planning and planner amortization for continuous control
Arunkumar Byravan
Leonard Hasenclever
Piotr Trochim
M. Berk Mirza
Alessandro Davide Ialongo
...
Jost Tobias Springenberg
A. Abdolmaleki
N. Heess
J. Merel
Martin Riedmiller
55
17
0
07 Oct 2021
1