We present work towards a spoken-dialogue embodied companion system that behaves in a socially cooperative fashion, i.e., being attentive to communicative and social cues emitted by the user, inferring internal cognitive, affective and interactional states, and reciprocating with appropriately adapted behavior. It is argued that this capability is vital for fostering cooperative, effortless, an...