This paper enriches the current studies on interaction with a domain where agents have original properties about the interaction. The agents interact with the external world and the agent-world interactions enable the model to recognise the approximate state of the agents. They interact between each other and the agent-agent interactions refine their state. This model has been implemented with success in Indigo, a Go playing program. 1