updates to citations

Author: nischalj10

README.md

@@ -68,16 +68,15 @@ python -u -m agentq
 
 ### generate dpo pairs for RL
 
-````bash
+```bash
 python -m agentq.core.mcts.browser_mcts
 ```
 
 #### citations
 
 a bunch of amazing work in the space has inspired this.
 
-````
-
+```
 @misc{putta2024agentqadvancedreasoning,
 title={Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents},
 author={Pranav Putta and Edmund Mills and Naman Garg and Sumeet Motwani and Chelsea Finn and Divyansh Garg and Rafael Rafailov},
@@ -87,8 +86,8 @@ archivePrefix={arXiv},
 primaryClass={cs.AI},
 url={https://arxiv.org/abs/2408.07199},
 }
-
 ```
+
 ```
 @inproceedings{yao2022webshop,
   bibtex_show = {true},
@@ -102,18 +101,15 @@ url={https://arxiv.org/abs/2408.07199},
 ```
 
 ```
-
 @article{he2024webvoyager,
 title={WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models},
 author={He, Hongliang and Yao, Wenlin and Ma, Kaixin and Yu, Wenhao and Dai, Yong and Zhang, Hongming and Lan, Zhenzhong and Yu, Dong},
 journal={arXiv preprint arXiv:2401.13919},
 year={2024}
 }
-
 ```
 
 ```
-
 @misc{abuelsaad2024-agente,
 title={Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems},
 author={Tamer Abuelsaad and Deepak Akkil and Prasenjit Dey and Ashish Jagmohan and Aditya Vempaty and Ravi Kokku},
@@ -123,11 +119,4 @@ archivePrefix={arXiv},
 primaryClass={cs.AI},
 url={https://arxiv.org/abs/2407.13032},
 }
-
-```
-
-```
-
-```
-
 ```