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Asynchronous Multirobot Exploration under Recurrent Connectivity Constraints

机译:反复连接约束下的异步多机罗探索

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In multirobot exploration under centralized control, communication plays an important role in constraining the team exploration strategy. Recurrent connectivity is a way to define communication constraints for which robots must connect to a base station only when making new observations. This paper studies effective multirobot exploration strategies under recurrent connectivity by considering a centralized and asynchronous planning framework. We formalize the problem of selecting the optimal set of locations robots should reach, provide an exact formulation to solve it, and devise an approximation algorithm to obtain efficient solutions with a bounded loss of optimality. Experiments in simulation and on real robots evaluate our approach in a number of settings.
机译:在集中控制下的多机罗探索中,沟通在约束团队探索战略方面发挥着重要作用。经常性连接是定义在进行新观察时才能定义机器人必须连接到基站的通信约束的方法。本文通过考虑集中式和异步规划框架,研究了经常性连接下的有效的多机罗探索策略。我们正规化选择最佳位置机器人的问题应该达到,提供精确的配方来解决它,并设计近似算法以获得具有有界最优性损失的有效解决方案。模拟和实际机器人的实验评估我们在许多设置中的方法。

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