diff --git a/README.md b/README.md
index 68c220735..12ddcd283 100644
--- a/README.md
+++ b/README.md
@@ -67,6 +67,7 @@ instance which implements the [DeepMind Environment API][dm_env]. Mava currently
* [Flatland][flatland]
* [2D RoboCup][robocup]
* [OpenSpiel][openspiel]
+* [Melting pot][meltingpot]
For details on how to add your own environment, see [here](https://github.com/instadeepai/Mava/blob/develop/mava/wrappers/README.md).
@@ -75,9 +76,9 @@ For details on how to add your own environment, see [here](https://github.com/in
|:---:|:---:|:---:|
|MAD4PG on PettingZoo's Multi-Walker environment. | VDN on the SMAC 3m map.| MADQN on Flatland. |
-| |
-|:---:|
-|MAD4PG on the 2D RoboCup environment using 6 executors.|
+| | |
+|:---:|:---:|
+|MAD4PG on the 2D RoboCup environment using 6 executors.| MADQN on a melting pot clean up scenario |
## System Implementations
@@ -422,6 +423,7 @@ If you use Mava in your work, please cite the accompanying
[pettingzoo]: https://github.com/PettingZoo-Team/PettingZoo
[smac]: https://github.com/oxwhirl/smac
[openspiel]: https://github.com/deepmind/open_spiel
+[meltingpot]: https://github.com/deepmind/meltingpot
[flatland]: https://gitlab.aicrowd.com/flatland/flatland
[robocup]: https://github.com/rcsoccersim
[dm_env]: https://github.com/deepmind/dm_env
diff --git a/docs/images/madqn_meltingpot_cleanup_scenario.gif b/docs/images/madqn_meltingpot_cleanup_scenario.gif
new file mode 100644
index 000000000..37cd2179a
Binary files /dev/null and b/docs/images/madqn_meltingpot_cleanup_scenario.gif differ