Framework for multi-agent path finding A framework for multi-agent path finding with focus on transport systems

dc.contributor.authorKuszli, Andreas
dc.contributor.authorÅberg, Jesper
dc.contributor.departmentChalmers tekniska högskola / Institutionen för data och informationstekniksv
dc.contributor.examinerPiterman, Nir
dc.contributor.supervisorSchiller, Elad
dc.date.accessioned2021-01-29T07:22:23Z
dc.date.available2021-01-29T07:22:23Z
dc.date.issued2020sv
dc.date.submitted2020
dc.description.abstractIt is desirable to apply multi agent path finding (MAPF) algorithms to vehicles in transport systems, as it has the potential to reduce transit time and fuel consumption. However, the application is hampered by the high level of abstraction that these problems are typically solved at. This work contributes to the field by introducing a method that lowers the level of abstraction as a post processing phase. We also evaluate a recently developed algorithm that considers mobile agents in continuous time with discrete speeds, and measure its performance when compared to other algorithms. Further, we provide a framework containing these algorithms and the tools required to evaluate and develop them.sv
dc.identifier.coursecodeMPSCNsv
dc.identifier.urihttps://hdl.handle.net/20.500.12380/302178
dc.language.isoengsv
dc.setspec.uppsokTechnology
dc.subjectComputersv
dc.subjectsciencesv
dc.subjectcomputer sciencesv
dc.subjectengineeringsv
dc.subjectprojectsv
dc.subjectthesissv
dc.subjectMulti agent path findingsv
dc.subjectFrameworksv
dc.titleFramework for multi-agent path finding A framework for multi-agent path finding with focus on transport systemssv
dc.type.degreeExamensarbete för masterexamensv
dc.type.uppsokH
local.programmeComputer systems and networks (MPCSN), MSc
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