We study the dual issues of allocation and coalition formation in a mo
del of social learning. For a class of economies which can be expresse
d in terms of a real valued characteristic function, we first show tha
t all self-perpetuating allocations realized from a simple bargaining
game must be core allocations although players make simultaneous deman
ds for surplus and only on their own behalf. Following this, we provid
e a sufficient condition under which the society eventually learns to
divide the surplus according to some core allocation, regardless of th
e initial history.