@InProceedings{daskalakis_et_al:LIPIcs.ITCS.2019.27,
  author =	{Daskalakis, Constantinos and Panageas, Ioannis},
  title =	{{Last-Iterate Convergence: Zero-Sum Games and Constrained Min-Max Optimization}},
  booktitle =	{10th Innovations in Theoretical Computer Science Conference (ITCS 2019)},
  pages =	{27:1--27:18},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-095-8},
  ISSN =	{1868-8969},
  year =	{2019},
  volume =	{124},
  editor =	{Blum, Avrim},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2019.27},
  URN =		{urn:nbn:de:0030-drops-101204},
  doi =		{10.4230/LIPIcs.ITCS.2019.27},
  annote =	{Keywords: No regret learning, Zero-sum games, Convergence, Dynamical Systems, KL divergence}
}