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Markov Exploration.pdf

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Preview of Markov Exploration
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Summary

Assumption 3, the reversibility assumption, can also be removed by using a concentration result adapted from Paulin et al. (2015). Additionally, Assumption 4, which assumes the MDP transition model is known, can be dealt with by following an optimistic approach similar to UCRL, where the uncertainty of the estimate of the transition model is included in the optimistic optimization of the MDP.

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Description

Assumption 3, the reversibility assumption, can also be removed by using a concentration result adapted from Paulin et al. (2015).

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  • File Format: PDF
  • File Size: 739 KB
  • Pages: 14
  • Language: EN
  • Total Downloads: 90
  • Last Updated: 3 days ago

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