Comparative Evaluation of Reinforcement Learning with Scalar Rewards and Linear Regression with Multidimensional Feedback

Kormushev, Petar; Caldwell, Darwin G.

Comparative Evaluation of Reinforcement Learning with Scalar Rewards and Linear Regression with Multidimensional Feedback

Petar Kormushev, Darwin G. Caldwell

References:

Petar Kormushev, Darwin G. Caldwell, „Comparative Evaluation of Reinforcement Learning with Scalar Rewards and Linear Regression with Multidimensional Feedback“, In ECML/PKDD 2013 Workshop on Reinforcement Learning from Generalized Feedback: Beyond numeric rewards, Prague, Czech Republic, 2013.

Bibtex Entry:

@inproceedings{Kormushev2013ecml,
  author="Kormushev, Petar and Caldwell, Darwin G.",
  title="Comparative Evaluation of Reinforcement Learning with Scalar Rewards and Linear Regression with Multidimensional Feedback",
  booktitle="{ECML/PKDD} 2013 Workshop on Reinforcement Learning from Generalized Feedback: Beyond numeric rewards",
  year="2013",
  month="September",
  address="Prague, Czech Republic",
  url = "https://kormushev.com/papers/Kormushev_ECML-PKDD_WS_2013.pdf"
}

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Comparative Evaluation of Reinforcement Learning with Scalar Rewards and Linear Regression with Multidimensional Feedback