Merge pull request #274 from xhluca/update-readme

Add a citation section

Author: amanjaiswal73892

README.md

@@ -294,3 +294,41 @@ pip install hf-transfer
 pip install torch
 export HF_HUB_ENABLE_HF_TRANSFER=1
 ```
+
+
+## 📝 Citing This Work
+
+Please use the two following bibtex entries if you wish to cite AgentLab:
+
+```tex
+@article{
+    chezelles2025browsergym,
+    title={The BrowserGym Ecosystem for Web Agent Research},
+    author={Thibault Le Sellier de Chezelles and Maxime Gasse and Alexandre Lacoste and Massimo Caccia and Alexandre Drouin and L{\'e}o Boisvert and Megh Thakkar and Tom Marty and Rim Assouel and Sahar Omidi Shayegan and Lawrence Keunho Jang and Xing Han L{\`u} and Ori Yoran and Dehan Kong and Frank F. Xu and Siva Reddy and Graham Neubig and Quentin Cappart and Russ Salakhutdinov and Nicolas Chapados},
+    journal={Transactions on Machine Learning Research},
+    issn={2835-8856},
+    year={2025},
+    url={https://openreview.net/forum?id=5298fKGmv3},
+    note={Expert Certification}
+}
+
+@inproceedings{workarena2024,
+    title = {{W}ork{A}rena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?},
+    author = {Drouin, Alexandre and Gasse, Maxime and Caccia, Massimo and Laradji, Issam H. and Del Verme, Manuel and Marty, Tom and Vazquez, David and Chapados, Nicolas and Lacoste, Alexandre},
+    booktitle = {Proceedings of the 41st International Conference on Machine Learning},
+    pages = {11642--11662},
+    year = {2024},
+    editor = {Salakhutdinov, Ruslan and Kolter, Zico and Heller, Katherine and Weller, Adrian and Oliver, Nuria and Scarlett, Jonathan and Berkenkamp, Felix},
+    volume = {235},
+    series = {Proceedings of Machine Learning Research},
+    month = {21--27 Jul},
+    publisher = {PMLR},
+    url = {https://proceedings.mlr.press/v235/drouin24a.html},
+}
+```
+
+Here is an example of how they can be used:
+
+```tex
+We use the AgentLab framework to run and manage our experiments \cite{workarena2024,chezelles2025browsergym}.
+```