Publication | Open Access
Integrating Mission and Task Planning in an Industrial Robotics Framework
23
Citations
18
References
2017
Year
Artificial IntelligenceRobotic SystemsEngineeringIndustrial EngineeringRobotic AgentField RoboticsIntelligent RoboticsIntelligent SystemsTask PlanningNetwork RoboticsIndustrial RoboticsSystems EngineeringRobot FleetRobot LearningMulti-agent PlanningMultirobot SystemPlanning ProblemFramework DevelopedDesignMulti-robot TeamAi PlanningAutomationPlanningRobotics
This paper presents a framework developed for an industrial robotics system that utilises two different planning components. At a high level, a multi-robot mission planner interfaces with a fleet and environment manager and uses multiagent planning techniques to build mission assignments to be distributed to a robot fleet. On each robot, a task planner automatically converts the robot's world model and skill definitions into a planning problem which is then solved to find a sequence of actions that the robot should perform to complete its mission. This framework is demonstrated on an industrial kitting task in a real-world factory environment.
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