Update README.md

README.md

@@ -9,11 +9,23 @@ pinned: false
 Model/Data associated with Paper:
 
 
-**Training Software Engineering Agents and Verifiers with SWE-Gym**
+<h1 align="center"> Training Software Engineering Agents and Verifiers with SWE-Gym </h1>
+
+<p align="center">
+  <a href="https://www.jiayipan.com/" style="text-decoration: none;">Jiayi Pan<sup>*,1</sup></a>, 
+  <a href="https://xwang.dev/" style="text-decoration: none;">Xingyao Wang<sup>*,2</sup></a>,
+  <a href="https://www.phontron.com/" style="text-decoration: none;">Graham Neubig<sup>3</sup></a>,
+  <a href="https://www.cs.toronto.edu/~ndjaitly/" style="text-decoration: none;">Navdeep Jaitly<sup>4</sup></a>,
+  <a href="https://blender.cs.illinois.edu/hengji.html" style="text-decoration: none;">Ji Heng<sup>2</sup></a>,
+  <a href="https://www.alanesuhr.com/" style="text-decoration: none;">Alane Suhr<sup>^,1</sup></a>,
+  <a href="https://dreasysnail.github.io/" style="text-decoration: none;">Yizhe Zhang<sup>^,4</sup></a>
+</p>
+
+<p align="center">
+  <sup>1</sup>UC Berkeley, <sup>2</sup>UIUC, <sup>3</sup>CMU, <sup>4</sup>Apple </br>
+  <sub><sup>*</sup>Equal contribution, <sup>^</sup>Equal supervision</sub>
+</p>
 
-[Jiayi Pan*](https://www.jiayipan.com/), [Xingyao Wang*](https://xwang.dev/), [Graham Neubig](https://www.phontron.com/), [Navdeep Jaitly](https://www.cs.toronto.edu/~ndjaitly/), [Ji Heng](https://blender.cs.illinois.edu/hengji.html), [Alane Suhr^](https://www.alanesuhr.com/), [Yizhe Zhang^](https://dreasysnail.github.io/)
-
-UC Berkeley, UIUC, CMU, Apple | *, ^ denotes equal contribution
 
 We present SWE-Gym, the first environment for training real-world software engineering agents. We use it to train strong LM agents that achieve state-of-the-art open results on SWE-Bench, with early, promising scaling characteristics as we increase training and inference-time compute.