Can I use my running shoes for playing soccer?

It will be better if you do not. Running shoes do not contain cleats attached at the bottom part and hence are they are not able to provide you more grip and traction on grassy fields. (the type of field in which soccer is mostly played). Separate type of shoes (known as soccer shoes) are available that are most suitable for playing soccer. But, you can wear Running shoes during warm up session as it includes running.