communication

Tyri
My boyfriend doesn't communicate with me much. It makes me feel like he really doesn't like me. We live together and have been for 5 months. We've been together for 8 months. He goes to school and comes back in the afternoon. Doesn't talk to me or hug me or kiss me. I used to but he told me to stop doing it so much so I just stopped bc it seems like he doesn't like it. The only time he really pays attention to me is when we are going to sleep at around 10pm. So all day we are kinda together but no communication and it's making me feel so bad. Makes me want to move out and go live by myself because if he doesn't want me here or doesn't like me anymore I don't want to be wasting my time or his. Maybe I'm overreacting. He went somewhere today after he came home from school. I asked where he was going he said he didn't know. He was gone for hours and he came back and didn't say anything. I'm not sure what to do. Should I just give up on is. I love him so much it hurts to feel this way. 
I'd love some advice too please