State-Centric Decision Process

The State-Centric Decision Process (SDP) is a new framework addressing the lack of runtime structure in language environments, such as web browsers, which emit raw text instead of states. It enables an agent to construct missing MDP inputs, like state space and certified transitions, by taking actions and checking observations against natural-language predicates.