diff --git a/.changelog/11083.txt b/.changelog/11083.txt
new file mode 100644
index 0000000000..a52ef3c769
--- /dev/null
+++ b/.changelog/11083.txt
@@ -0,0 +1,3 @@
+```release-note:bug
+compute: fixed a bug preventing the creation of `google_compute_autoscaler` and `google_compute_region_autoscaler` resources if both `maxReplicas` and `minReplicas` were configured as zero.
+```
\ No newline at end of file
diff --git a/google-beta/services/compute/resource_compute_autoscaler.go b/google-beta/services/compute/resource_compute_autoscaler.go
index 68339ad6a1..b33c06ff21 100644
--- a/google-beta/services/compute/resource_compute_autoscaler.go
+++ b/google-beta/services/compute/resource_compute_autoscaler.go
@@ -1222,7 +1222,7 @@ func expandComputeAutoscalerAutoscalingPolicy(v interface{}, d tpgresource.Terra
 	transformedMaxReplicas, err := expandComputeAutoscalerAutoscalingPolicyMaxReplicas(original["max_replicas"], d, config)
 	if err != nil {
 		return nil, err
-	} else if val := reflect.ValueOf(transformedMaxReplicas); val.IsValid() && !tpgresource.IsEmptyValue(val) {
+	} else {
 		transformed["maxNumReplicas"] = transformedMaxReplicas
 	}
 
diff --git a/google-beta/services/compute/resource_compute_region_autoscaler.go b/google-beta/services/compute/resource_compute_region_autoscaler.go
index 33a80f5602..921a06a77b 100644
--- a/google-beta/services/compute/resource_compute_region_autoscaler.go
+++ b/google-beta/services/compute/resource_compute_region_autoscaler.go
@@ -1217,7 +1217,7 @@ func expandComputeRegionAutoscalerAutoscalingPolicy(v interface{}, d tpgresource
 	transformedMaxReplicas, err := expandComputeRegionAutoscalerAutoscalingPolicyMaxReplicas(original["max_replicas"], d, config)
 	if err != nil {
 		return nil, err
-	} else if val := reflect.ValueOf(transformedMaxReplicas); val.IsValid() && !tpgresource.IsEmptyValue(val) {
+	} else {
 		transformed["maxNumReplicas"] = transformedMaxReplicas
 	}