Efficient solutions of interactive dynamic influence diagrams using model identification

Interactive dynamic influence diagram (I-DID) is one of the graphical frameworks for sequential decision making in partially observable environment. Subject agent in I-DID maintains beliefs over not only physical states of the environment, but also over models of the other agents. Consequently, solving I-DIDs suffers from the exponential growth of models… CONTINUE READING