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Summary:A computer-implemented traffic planning method (100) for controlling a plurality of vehicles which are movable among multiple shared resources, comprising:receiving (no) a transport mission;generating (112) a root node representing an initial resource occupancy of the vehicles;sequentially generating (114) a search tree from the root node, in which each edge represents a motion command and each node represents a resource occupancy, wherein each node is associated with a score including an anticipated reward for fulfilling the transport mission;identifying (116) a target node with an acceptable score; andderiving (118) a planned sequence of motion commands corresponding to a path to the target node, wherein:child nodes of a leaf node are generated (114.4) subject to a tree-expansion criterion (114.2);a reward is assigned (114.6) to a child node if the transport mission is fulfilled; andan anticipated value of the assigned reward is added (114.8) to all parent nodes.
Bibliography:Application Number: EP20230173047