Robot Multi-Tasks Optimization Using Improved JSHOP2 Planner
نویسندگان
چکیده
It has been shown in recent research that integrating the JSHOP2 planner with service robot task planning is appropriate and efficient. However, only few researches demonstrate the application of JSHOP2 planner in the problem of multi-tasks planning. The main reason is the environment that a service robot acts in is complex and the existing JSHOP2 planner is unable to adjust tasks’ order. To solve this issue, in this paper, an improved JSHOP2 planner integrated with robot task planning is built. To make the tasks execution sequence more acceptable to users, different priorities are assigned to all the service tasks through comparing the characteristics of the tasks. According to the priority, the improved JSHOP2 planner is built. The simulation results show that the improved JSHOP2 planner is feasible and can improve the intelligence of service robot task planning.
منابع مشابه
Task Interaction in an HTN Planner
Hierarchical Task Network (HTN) planning uses task decomposition to plan for an executable sequence of actions as a solution to a problem. In order to reason effectively, an HTN planner needs expressive domain knowledge. For instance, a simplified HTN planning system such as JSHOP2 uses such expressivity and avoids some task interactions due to the increased complexity of the planning process. ...
متن کاملPlanner9, a HTN Planner Distributed on Groups of Miniature Mobile Robots
Autonomous mobile robots are promising tools for operations in environments that are difficult to access for humans. When these environments are dynamic and non-deterministic, like in collapsed buildings, the robots must coordinate their actions and the use of resources using planning. This paper presents Planner9, a hierarchical task network (htn) planner that runs on groups of miniature mobil...
متن کاملEvolutionary Multi-Objective Optimization for Biped Walking of Humanoid Robot 127 Evolutionary Multi-Objective Optimization for Biped Walking of Humanoid Robot
The recent remarkable progress of robotics research makes advanced skills for robots to solve complex tasks. The divide-and-conquer approach is an intuitive and efficient method when we encounter complex problems. Being a divide-and-conquer approach, the multilayered system decomposes the problem into a set of levels and each level implements a single task-achieving behaviour. Many researchers ...
متن کاملMobile Robot Online Motion Planning Using Generalized Voronoi Graphs
In this paper, a new online robot motion planner is developed for systematically exploring unknown environ¬ments by intelligent mobile robots in real-time applications. The algorithm takes advantage of sensory data to find an obstacle-free start-to-goal path. It does so by online calculation of the Generalized Voronoi Graph (GVG) of the free space, and utilizing a combination of depth-first an...
متن کاملPlanning contact supports for acyclic motion with task constraints and experiment on HRP-2
With this paper we focus on one feature of our contact planner, namely the posture generation, that was under-used so far. We describe it carefully and show we can take advantage of the underlying optimization-based scheme to perform richer planning by the introduction of generic tasks that are not related to locomotion. We then apply with success the resulting improved planner to a challenging...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2015