Extreme State Aggregation Beyond MDPs

Extreme State Aggregation Beyond MDPs

12 July 2014

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 Gandharv Patil Aditya Mahajan Doina Precup OffRL 94 5 0 06 Nov 2022
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 Mridul Agarwal Vaneet Aggarwal 84 16 0 06 Sep 2019
Information-Theoretic Considerations in Batch Reinforcement Learning Jinglin Chen Nan Jiang OOD OffRL 188 378 0 01 May 2019
Approximate Exploration through State Abstraction Adrien Ali Taïga Aaron Courville Marc G. Bellemare 52 13 0 29 Aug 2018
On overfitting and asymptotic bias in batch reinforcement learning with partial observability Vincent François-Lavet Guillaume Rabusseau Joelle Pineau D. Ernst R. Fonteneau OffRL 73 34 0 22 Sep 2017
Near Optimal Behavior via Approximate State Abstraction David Abel D Ellis Hershkowitz Michael L. Littman OffRL 100 167 0 15 Jan 2017
Nonparametric General Reinforcement Learning Jan Leike OffRL 105 26 0 28 Nov 2016
Self-Modification of Policy and Utility Function in Rational Agents Tom Everitt Daniel Filan Mayank Daswani Marcus Hutter 65 29 0 10 May 2016