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Extreme State Aggregation Beyond MDPs

Extreme State Aggregation Beyond MDPs

Marcus Hutter
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Papers citing "Extreme State Aggregation Beyond MDPs"

9 / 9 papers shown
Title
On learning history based policies for controlling Markov decision processes
On learning history based policies for controlling Markov decision processes
Gandharv Patil
Aditya Mahajan
Doina Precup
OffRL
94
5
0
06 Nov 2022
Explainable Reinforcement Learning for Broad-XAI: A Conceptual Framework and Survey
Explainable Reinforcement Learning for Broad-XAI: A Conceptual Framework and Survey
Richard Dazeley
Peter Vamplew
Francisco Cruz
72
65
0
20 Aug 2021
Reinforcement Learning for Joint Optimization of Multiple Rewards
Reinforcement Learning for Joint Optimization of Multiple Rewards
Mridul Agarwal
Vaneet Aggarwal
84
16
0
06 Sep 2019
Information-Theoretic Considerations in Batch Reinforcement Learning
Information-Theoretic Considerations in Batch Reinforcement Learning
Jinglin Chen
Nan Jiang
OODOffRL
188
378
0
01 May 2019
Approximate Exploration through State Abstraction
Approximate Exploration through State Abstraction
Adrien Ali Taïga
Aaron Courville
Marc G. Bellemare
50
13
0
29 Aug 2018
On overfitting and asymptotic bias in batch reinforcement learning with partial observability
On overfitting and asymptotic bias in batch reinforcement learning with partial observability
Vincent François-Lavet
Guillaume Rabusseau
Joelle Pineau
D. Ernst
R. Fonteneau
OffRL
71
34
0
22 Sep 2017
Near Optimal Behavior via Approximate State Abstraction
Near Optimal Behavior via Approximate State Abstraction
David Abel
D Ellis Hershkowitz
Michael L. Littman
OffRL
98
167
0
15 Jan 2017
Nonparametric General Reinforcement Learning
Nonparametric General Reinforcement Learning
Jan Leike
OffRL
105
26
0
28 Nov 2016
Self-Modification of Policy and Utility Function in Rational Agents
Self-Modification of Policy and Utility Function in Rational Agents
Tom Everitt
Daniel Filan
Mayank Daswani
Marcus Hutter
63
29
0
10 May 2016