Robot Learning: Mapping from Perception to Action
A special issue of Robotics (ISSN 2218-6581).
Deadline for manuscript submissions: closed (31 December 2022) | Viewed by 2913
Special Issue Editor
Interests: distributed control theory and control engineering; autonomous intelligent system; swarm intelligence; machine learning; reinforcement learning; distributed optimization, intelligent decision making and game theory; cyber-physical systems
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Today, robots have become widespread in various fields, such as manufacturing, medical treatment, service, agriculture, and even entertainment applications. Due to the increasingly complex tasks, robots have evolved into part of an integrated system, instead of merely a tool. Manual and fixed programming are inadequate to cope with the challenge, which leads to growing interest in applying machine learning and statistics approached in the robotics community. Equipped with advanced learning algorithms, robots are able to better observe and imitate human behavior, autonomously master new skills, and adapt to different environments.
This Special Issue is set to present new advances in the field of robot learning, including computer vision, natural language processing, reinforcement learning technologies, distributed learning and optimization, etc., and to explore the untapped potential of robots today.
Prof. Dr. Guanghui Wen
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Robotics is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1800 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
