Discussing previous research on R&D collaboration networks, new modes of knowledge production and inter-organisational learning, this paper presents the theoretical considerations guiding the component ëNetwork building, motivation and learning in inter-organisational R&D collaboration projectsí of the NEMO-project. The paper concludes with outlining the working hypotheses, which highlight the basic assumptions underlying further empirical research.