【第44期】MIPRA解读

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A New Generation of Rules-based Approach: Mivar-based Intelligent Planning of Robot Actions (MIPRA) and Brains for Autonomous Robots

Summary

This paper proposes a new approach to planning robot actions, based on the Mivar expert system, and explores the effectiveness of this method in comparison with existing planning techniques. The authors present the MIPRA (Mivar-based Intelligent Planning of Robot Actions) planner, which utilizes a "white box" design, allowing for transparent decision-making processes and explanations. MIPRA demonstrates the ability to quickly solve planning problems in the Blocks World domain, using a personal computer, by decomposing the task into subtasks and leveraging Mivar's logical inference capabilities. The paper compares MIPRA's performance to other planning methods, showing its potential for real-time robotic planning, especially in situations where speed is more critical than optimality. The study also discusses the integration of MIPRA into hybrid intelligent information systems for comprehensive robot control, incorporating sensory information processing and environmental interaction.

原文链接：https://link.springer.com/article/10.1007/s11633-023-1473-1