diff --git a/moto/autoscaling/models.py b/moto/autoscaling/models.py
index 7a119ecb2..812323781 100644
--- a/moto/autoscaling/models.py
+++ b/moto/autoscaling/models.py
@@ -37,12 +37,14 @@ class FakeScalingPolicy(object):
 
 
 class FakeLaunchConfiguration(object):
-    def __init__(self, name, image_id, key_name, security_groups, user_data,
+    def __init__(self, name, image_id, key_name, ramdisk_id, kernel_id, security_groups, user_data,
                  instance_type, instance_monitoring, instance_profile_name,
                  spot_price, ebs_optimized, associate_public_ip_address, block_device_mapping_dict):
         self.name = name
         self.image_id = image_id
         self.key_name = key_name
+        self.ramdisk_id = ramdisk_id
+        self.kernel_id = kernel_id
         self.security_groups = security_groups if security_groups else []
         self.user_data = user_data
         self.instance_type = instance_type
@@ -63,6 +65,8 @@ class FakeLaunchConfiguration(object):
         config = backend.create_launch_configuration(
             name=resource_name,
             image_id=properties.get("ImageId"),
+            kernel_id=properties.get("KernelId"),
+            ramdisk_id=properties.get("RamdiskId"),
             key_name=properties.get("KeyName"),
             security_groups=properties.get("SecurityGroups"),
             user_data=properties.get("UserData"),
@@ -231,7 +235,7 @@ class AutoScalingBackend(BaseBackend):
         self.__dict__ = {}
         self.__init__(ec2_backend, elb_backend)
 
-    def create_launch_configuration(self, name, image_id, key_name,
+    def create_launch_configuration(self, name, image_id, key_name, kernel_id, ramdisk_id,
                                     security_groups, user_data, instance_type,
                                     instance_monitoring, instance_profile_name,
                                     spot_price, ebs_optimized, associate_public_ip_address, block_device_mappings):
@@ -239,6 +243,8 @@ class AutoScalingBackend(BaseBackend):
             name=name,
             image_id=image_id,
             key_name=key_name,
+            kernel_id=kernel_id,
+            ramdisk_id=ramdisk_id,
             security_groups=security_groups,
             user_data=user_data,
             instance_type=instance_type,
diff --git a/moto/autoscaling/responses.py b/moto/autoscaling/responses.py
index 70fda4526..d6fc7a12b 100644
--- a/moto/autoscaling/responses.py
+++ b/moto/autoscaling/responses.py
@@ -20,6 +20,8 @@ class AutoScalingResponse(BaseResponse):
             name=self._get_param('LaunchConfigurationName'),
             image_id=self._get_param('ImageId'),
             key_name=self._get_param('KeyName'),
+            ramdisk_id=self._get_param('RamdiskId'),
+            kernel_id=self._get_param('KernelId'),
             security_groups=self._get_multi_param('SecurityGroups.member'),
             user_data=self._get_param('UserData'),
             instance_type=self._get_param('InstanceType'),
@@ -155,7 +157,7 @@ DESCRIBE_LAUNCH_CONFIGURATIONS_TEMPLATE = """<DescribeLaunchConfigurationsRespon
             {% endfor %}
           </SecurityGroups>
           <CreatedTime>2013-01-21T23:04:42.200Z</CreatedTime>
-          <KernelId/>
+          <KernelId>{{ launch_configuration.kernel_id }}</KernelId>
           {% if launch_configuration.instance_profile_name %}
             <IamInstanceProfile>{{ launch_configuration.instance_profile_name }}</IamInstanceProfile>
           {% endif %}
@@ -202,7 +204,7 @@ DESCRIBE_LAUNCH_CONFIGURATIONS_TEMPLATE = """<DescribeLaunchConfigurationsRespon
           {% else %}
             <KeyName/>
           {% endif %}
-          <RamdiskId/>
+          <RamdiskId>{{ launch_configuration.ramdisk_id }}</RamdiskId>
           <EbsOptimized>{{ launch_configuration.ebs_optimized }}</EbsOptimized>
           <InstanceMonitoring>
             <Enabled>{{ launch_configuration.instance_monitoring_enabled }}</Enabled>