Extreme State Aggregation Beyond MDPs

Extreme State Aggregation Beyond MDPs

12 July 2014

Marcus Hutter

Papers citing "Extreme State Aggregation Beyond MDPs"

10 / 10 papers shown

Title
The Sample-Complexity of General Reinforcement Learning Tor Lattimore Marcus Hutter P. Sunehag VLM 64 67 0 22 Aug 2013
Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning Odalric-Ambrym Maillard P. Nguyen R. Ortner D. Ryabko 84 30 0 11 Feb 2013
Selecting the State-Representation in Reinforcement Learning Odalric-Ambrym Maillard Rémi Munos D. Ryabko 57 40 0 11 Feb 2013
Metrics for Finite Markov Decision Processes N. Ferns Prakash Panangaden Doina Precup 74 320 0 11 Jul 2012
PAC Bounds for Discounted MDPs Tor Lattimore Marcus Hutter 86 189 0 17 Feb 2012
Feature Reinforcement Learning In Practice P. Nguyen P. Sunehag Marcus Hutter OOD 144 16 0 18 Aug 2011
Consistency of Feature Markov Processes P. Sunehag Marcus Hutter AI4TS 142 1 0 13 Jul 2010
Feature Reinforcement Learning: Part I: Unstructured MDPs Marcus Hutter 83 67 0 09 Jun 2009
Feature Dynamic Bayesian Networks Marcus Hutter 117 24 0 25 Dec 2008
Feature Markov Decision Processes Marcus Hutter 103 15 0 25 Dec 2008