Multi-Agent Motion Planning and Object Transportation under High Level Goals * *This work was supported by the H2020 ERC Starting Grand BU-COPHSYS, the Swedish Research Council (VR), the Knut och Alice Wallenberg Foundation and the European Union’s Horizon 2020 Research and Innovation Programme under the Grant Agreement No. 644128 (AEROWORKS)