Network Security Internet Technology Development Database Servers Mobile Phone Android Software Apple Software Computer Software News IT Information

In addition to Weibo, there is also WeChat

Please pay attention

WeChat public account

Shulou

The new algorithm allows robots to travel through the crowd.

2025-01-23 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > IT Information >

Share

Shulou(Shulou.com)11/24 Report--

According to CTOnews.com, October 13, robots have been widely used in takeout, express delivery, airport guidance, construction inspection and other fields, but one of the difficulties is to move among people.

At present, the robot mainly relies on cameras and other sensors to observe the surrounding environment, but this scheme is not stable, and the surrounding people will dynamically adjust the direction, so it is difficult to apply the robot in the crowd scene.

In his latest paper, Master of Science Chengmin Zhou proposed a reinforcement learning algorithm (RL) to guide robots to move among people.

This is a model-free reinforcement learning algorithm, which enables the robot to learn from historical experience, and after training or learning, the robot can travel even in challenging situations.

CTOnews.com note: this approach also has many challenges, such as slow learning, inability to analyze sensor information efficiently, resulting in inability to effectively deal with complex crowd scenarios.

Welcome to subscribe "Shulou Technology Information " to get latest news, interesting things and hot topics in the IT industry, and controls the hottest and latest Internet news, technology news and IT industry trends.

Views: 277

*The comments in the above article only represent the author's personal views and do not represent the views and positions of this website. If you have more insights, please feel free to contribute and share.

Share To

IT Information

Wechat

© 2024 shulou.com SLNews company. All rights reserved.

12
Report