diff --git a/README.md b/README.md
index 5eae966..358c62b 100644
--- a/README.md
+++ b/README.md
@@ -226,6 +226,7 @@ A factory class for creating a memory buffer that has been implemented into the
 | REDQ        | Vector                     | Continuous   | [REDQ Paper](https://arxiv.org/pdf/2101.05982.pdf)          |
 | TQC         | Vector                     | Continuous   | [TQC Paper](https://arxiv.org/abs/1812.05905)               |
 | CTD4        | Vector                     | Continuous   | [CTD4 Paper](https://arxiv.org/abs/2405.02576)              |
+| Droq        | Vector                     | Continuous   | [DroQ Paper](https://arxiv.org/abs/2110.02034)              |
 | ----------- | -------------------------- | ------------ | ---------------                                             |
 | NaSATD3     | Image                      | Continuous   | In Submission                                               |
 | TD3AE       | Image                      | Continuous   | [TD3AE Paper](https://arxiv.org/abs/1910.01741)             |