diff --git a/README.md b/README.md
index 466758f..f56c5d5 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,23 @@
# RouteFinder
+[![arXiv](https://img.shields.io/badge/arXiv-2406.15007-b31b1b.svg)](https://arxiv.org/abs/2406.15007) [![OpenReview](https://img.shields.io/badge/⚖️-OpenReview-8b1b16)](https://openreview.net/forum?id=hCiaiZ6e4G) [![Slack](https://img.shields.io/badge/slack-chat-611f69.svg?logo=slack)](https://join.slack.com/t/rl4co/shared_invite/zt-1ytz2c1v4-0IkQ8NQH4TRXIX8PrRmDhQ)
+[![License: MIT](https://img.shields.io/badge/License-MIT-red.svg)](https://opensource.org/licenses/MIT)
+
_Towards Foundation Models for Vehicle Routing Problems_
+
+
+
+
+
---
@@ -9,7 +25,6 @@ _Towards Foundation Models for Vehicle Routing Problems_
-
## 🚀 Installation
Install the package in editable mode:
@@ -116,11 +131,20 @@ with additional parameters that can be found in the [eal.py](eal.py) file.
If you find `RouteFinder` valuable for your research or applied projects:
```
-@article{berto2024routefinder,
-title={{RouteFinder}: Towards Foundation Models for Vehicle Routing Problems},
-author={Berto, Federico and Hua, Chuanbo and Zepeda, Nayeli Gast and Hottung, Andr{\'e} and Wouda, Niels and Lan, Leon and Tierney, Kevin and Park, Jinkyoo},
-year={2024},
-journal={Arxiv},
-url={https://github.com/ai4co/routefinder},
+@inproceedings{berto2024routefinder,
+ title={{RouteFinder}: Towards Foundation Models for Vehicle Routing Problems},
+ author={Berto, Federico and Hua, Chuanbo and Zepeda, Nayeli Gast and Hottung, Andr{\'e} and Wouda, Niels and Lan, Leon and Tierney, Kevin and Park, Jinkyoo},
+ booktitle={ICML 2024 Workshop on Foundation Models in the Wild (Oral)},
+ year={2024},
+ url={https://openreview.net/forum?id=hCiaiZ6e4G},
+ note={\url{https://github.com/ai4co/routefinder}}
}
-```
\ No newline at end of file
+```
+
+---
+
+
\ No newline at end of file