This research is concerned with developing autonomous, cooperating, adaptive computational agents. Expected applications of this research are in the control of mobile robots capable of performing delivery, maintenance, and/or construction tasks and of agents that gather and manipulate symbolic information over comuter networks. The research will concentrate on bounded-time action computation and learning mechanisms and on combining these components in integrated agents able to function cooperatively in dynamic, uncertain environments.