Add mean field algorithms in the algorithms documentation.

PiperOrigin-RevId: 405659590 Change-Id: Icd120c13c236c83b06ab78f4c64361997b8fb4f2
willmcgowan · Oct 27, 2021 · 1579ab8 · 1579ab8
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commit 1579ab8
Showing 1 changed file with 2 additions and 0 deletions.
diff --git a/docs/algorithms.md b/docs/algorithms.md
@@ -19,6 +19,8 @@ CFR against a best responder (CFR-BR)             | Tabular      | [Johanson et
 Exploitability / Best response                    | Tabular      | [Shoham &amp; Leyton-Brown '09](http://masfoundations.org/)                                                                                                                                                                                                                                                     | ![](_static/green_circ10.png "green circle")
 External sampling Monte Carlo CFR                 | Tabular      | [Lanctot et al. '09](http://mlanctot.info/files/papers/nips09mccfr.pdf), [Lanctot '13](http://mlanctot.info/files/papers/PhD_Thesis_MarcLanctot.pdf)                                                                                                                                                            | ![](_static/green_circ10.png "green circle")
 Fixed Strategy Iteration CFR (FSICFR)             | Tabular      | [Neller &amp; Hnath '11](https://cupola.gettysburg.edu/csfac/2/)                                                                                                                                                                                                                                                | <font color="orange"><b>~</b></font>
+Mean-field Ficticious Play for MFG                | Tabular      | [Perrin et. al. '20](https://arxiv.org/abs/2007.03458)                                                                                                                                                                                                                                                          | <font color="orange"><b>~</b></font>
+Online Mirror Descent for MFG                     | Tabular      | [Perolat et. al. '21](https://arxiv.org/abs/2103.00623)                                                                                                                                                                                                                                                         | <font color="orange"><b>~</b></font>
 Outcome sampling Monte Carlo CFR                  | Tabular      | [Lanctot et al. '09](http://mlanctot.info/files/papers/nips09mccfr.pdf), [Lanctot '13](http://mlanctot.info/files/papers/PhD_Thesis_MarcLanctot.pdf)                                                                                                                                                            | ![](_static/green_circ10.png "green circle")
 Q-learning                                        | Tabular      | [Sutton &amp; Barto '18](http://incompleteideas.net/book/the-book-2nd.html)                                                                                                                                                                                                                                     | ![](_static/green_circ10.png "green circle")
 SARSA                                             | Tabular      | [Sutton &amp; Barto '18](http://incompleteideas.net/book/the-book-2nd.html)                                                                                                                                                                                                                                     | ![](_static/green_circ10.png "green circle")