Covariance Analysis as a Measure of Policy Robustness in Reinforcement Learning

Jamali, Nawid; Kormushev, Petar; Ahmadzadeh, Seyed Reza; Caldwell, Darwin G.

Covariance Analysis as a Measure of Policy Robustness in Reinforcement Learning

Nawid Jamali, Petar Kormushev, Seyed Reza Ahmadzadeh, Darwin G. Caldwell

References:

Nawid Jamali, Petar Kormushev, Seyed Reza Ahmadzadeh, Darwin G. Caldwell, „Covariance Analysis as a Measure of Policy Robustness in Reinforcement Learning“, In Proc. MTS/IEEE Intl Conf. OCEANS 2014, Taipei, Taiwan, 2014.

Bibtex Entry:

@inproceedings{Jamali2014oceans,
  title="Covariance Analysis as a Measure of Policy Robustness in Reinforcement Learning",
  author="Jamali, Nawid and Kormushev, Petar and Ahmadzadeh, Seyed Reza and Caldwell, Darwin G.",
  booktitle="Proc. {MTS/IEEE} Intl Conf. OCEANS 2014",
  year="2014",
  month="April",
  address="Taipei, Taiwan",
  url = "https://kormushev.com/papers/Jamali_OCEANS-2014.pdf"
}

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Covariance Analysis as a Measure of Policy Robustness in Reinforcement Learning