AgitatedDove14 thanks, I'm new to Allegro here so just trying to figure everything out. When you say trains agent, are you referring to the trains agent command(so in this case , would it be trains-agent execute ?). Is it sufficient to queue the experiments(using execute_remotely ) or do I need to clone them as well?