It's given in AWS Documentation that step function can be invoked using HTTP API. Here is the snippet:
Step Functions can be accessed and used with the Step Functions console, the AWS SDKs, or an HTTP API
Apart from this I couldn't find any other information. Does anyone know how to invoke AWS step function using API gateway, similar to the way it invokes Lambda functions?