Editing Openai/693343d7-a38c-8012-a67c-11cbed4c0fd9 (section)

====== For active actors (agents), the internal rules are complex and allow for autonomous decision-making: ======

St+1=f(St,Ωt,Rt,Πt)S_{t+1} = f(S_t, \Omega_t, R_t, \Pi_t)St+1=f(St,Ωt,Rt,Πt)
Where Πt\Pi_tΠt represents the intentional decisions or policy of the agent. In this case, the actor uses its internal mechanisms to make decisions based on its goals, beliefs, and experiences, allowing for adaptation and learning. This is typical of agents with goals and learning capabilities.