You cannot chase a wild animal using your vehicle.

The Law Explained

Hunting laws in Maryland specifically prohibit using a motorized vehicle to run down, chase, or exhaust wildlife. This anti-poaching measure was enacted to enforce fair-chase ethics and prevent cruel practices where animals are driven to exhaustion by trucks or ATVs. If you want to hunt, you have to do it on foot.