While octopuses are generally solitary creatures, they do exhibit some complex social behaviors. For example, they have been observed communicating with each other through color changes and body postures. Some species also exhibit aggressive and mating behaviors that suggest a level of social cognition. However, the social behavior of octopuses is not well understood, and more research is needed to fully comprehend the extent and complexity of their social interactions.