Update README.md (#148)

* Update README.md

* Update README.md

Author: TLSDC

README.md

@@ -5,13 +5,13 @@
 /> </a>
 
 &nbsp;&nbsp;|&nbsp;&nbsp; 
-[🎯 Benchmarks](#🎯-supported-benchmarks) &nbsp;&nbsp;|&nbsp;&nbsp; 
-[🛠️ Setup](#🛠️-setup-agentlab) &nbsp;&nbsp;|&nbsp;&nbsp; 
-[🤖 Assistant](#ui-assistant) &nbsp;&nbsp;|&nbsp;&nbsp; 
-[🚀 Launch Experiments](#🚀-launch-experiments) &nbsp;&nbsp;|&nbsp;&nbsp;
-[🔍 Analyse Results](#🔍-analyse-results) &nbsp;&nbsp;|&nbsp;&nbsp; 
-[🤖 Make Your Own Agent](#implement-a-new-agent) &nbsp;&nbsp;|&nbsp;&nbsp;
-[↻ Reproducibility](#↻-reproducibility) &nbsp;&nbsp;|&nbsp;&nbsp;
+[🎯 Benchmarks](#-supported-benchmarks) &nbsp;&nbsp;|&nbsp;&nbsp; 
+[🛠️ Setup](#-setup-agentlab) &nbsp;&nbsp;|&nbsp;&nbsp; 
+[🤖 Assistant](#-ui-assistant) &nbsp;&nbsp;|&nbsp;&nbsp; 
+[🚀 Launch Experiments](#-launch-experiments) &nbsp;&nbsp;|&nbsp;&nbsp;
+[🔍 Analyse Results](#-analyse-results) &nbsp;&nbsp;|&nbsp;&nbsp; 
+[🤖 Make Your Own Agent](#-implement-a-new-agent) &nbsp;&nbsp;|&nbsp;&nbsp;
+[↻ Reproducibility](#-reproducibility) &nbsp;&nbsp;|&nbsp;&nbsp;
 
 [![PyPI - License](https://img.shields.io/pypi/l/agentlab?style=flat-square)]([https://opensource.org/licenses/MIT](http://www.apache.org/licenses/LICENSE-2.0))
 [![PyPI - Downloads](https://img.shields.io/pypi/dm/agentlab?style=flat-square)](https://pypistats.org/packages/agentlab)
@@ -80,7 +80,7 @@ export AZURE_OPENAI_ENDPOINT=<your endpoint> # if using azure models
 ```
 </details>
 
-## UI-Assistant 
+## 🤖 UI-Assistant 
 Use an assistant to work for you (at your own cost and risk).
 
 ```bash
@@ -201,7 +201,7 @@ In the following order, select:
 Once this is selected, you can see the trace of your agent on the given task. Click on the profiling
 image to select a step and observe the action taken by the agent.
 
-## Implement a new Agent
+## 🤖 Implement a new Agent
 
 Get inspiration from the `MostBasicAgent` in
 [agentlab/agents/most_basic_agent/most_basic_agent.py](src/agentlab/agents/most_basic_agent/most_basic_agent.py).