With the development of Artificial Intelligence (AI) technology, many AI-enabled algorithms have deeply changed our daily lives. Reinforcement Learning (RL) algorithms are intensively studied in recent years especially on advocated game domains. There are several highlights of the numerous studies of RL in various game domains presented in the very recent years. However, there are also other research works shown that the RL can be applied on many other research topics. Thus, we held this symposium on drawing a larger perpsective on what we have learned from studying RL.
The conference proceedings will be published by IEEE xplore to be indexed by EI Compendex, Web of Science, and Scopus.
Call for Papers
IEEE ISRL 2022 aims to collect recent academic achievements in novel techniques, developments, empirical studies, and new developments in reinforcement learning. Innovative technical applications based on reinforcement learning algorithms are highly encouraged. The objective of IEEE ISRL 2022 is to provide a forum for scientists, engineers, and researchers to discuss and exchange their new ideas, novel results, work in progress and experience on all aspects of reinforcement learning. Topics of particular interest include, but are not limited to:
- Current state of reinforcement learning algorithms
- Technical issues of reinforcement learning applications
- Theoretical and experimental analysis of reinforcement learning
- Security and Privacy with reinforcement learning
- Learning paradigms for reinforcement learning
- Reinforcement learning for scheduling
- Reinforcement learning based behaviour correction
- High performance computing for training with reinforcement learning
- The future applications of reinforcement learning
Submissions should include abstract, 5-10 keywords, and the e-mail address of the corresponding author and be in PDF format. Each submission should be in the IEEE 8.5 x 11 inches two-column format with 10-12 point font (Template: DOC or LaTeX), including tables, figures, and references.
- General Chair
- Meikang Qiu, Texas A&M University, USA
- Program Chair
- Cheng Zhang, Waseda University, Japan
- Zongming Fei, University of Kentucky, USA
- Technical Program Committee
- Xiaofu He, Columbia University Medical Center, USA
- Petr Matousek, Brno University of Technology, Czechia
- Peng Gou, DNVGL Software, Norway
- Yongxin Zhu, Shanghai Jiaotong University, China
- Han Qiu, Telecom-ParisTech, France
- Junjie Peng, Shanghai University, China
- Vitor Jesus, Birmingham City University, UK
- Zongming Fei, University of Kentucky, USA
- Denis Trystram, Grenoble university, France
- Guangjie Han, Beihang University, China
- Celimuge Wu, University of Electro-Communications, Japan
- Zonghua Gu, Zhejiang University, China
- Younghee Park, San Jose State University, USA
- Gang Zeng, Nagoya University, Japan
- Bo Yuan, City University of New York, USA
- Sang-Yoon Chang, Advanced digital sciences center, Singapore
- C.L. Wang, The University of Hong Kong, China
- Weigang Li, University of Brasilia, Brazil
If you have any questions or queries on ISRL 2022, please contact us via an email.
IEEE Computer Society Open Conference Statement
Equity, Diversity, and Inclusion are central to the goals of the IEEE Computer Society and all of its conferences. Equity at its heart is about removing barriers, biases, and obstacles that impede equal access and opportunity to succeed. Diversity is fundamentally about valuing human differences and recognizing diverse talents. Inclusion is the active engagement of Diversity and Equity.
A goal of the IEEE Computer Society is to foster an environment in which all individuals are entitled to participate in any IEEE Computer Society activity free of discrimination. For this reason, the IEEE Computer Society is firmly committed to team compositions in all sponsored activities, including but not limited to, technical committees, steering committees, conference organizations, standards committees, and ad hoc committees that display Equity, Diversity, and Inclusion.
IEEE Computer Society meetings, conferences and workshops must provide a welcoming, open and safe environment, that embraces the value of every person, regardless of race, color, sex, sexual orientation, gender identity or expression, age, marital status, religion, national origin, ancestry, or disability. All individuals are entitled to participate in any IEEE Computer Society activity free of discrimination, including harassment based on any of the above factors.
IEEE Event Conduct and Safety Statement
IEEE believes that science, technology, and engineering are fundamental human activities, for which openness, international collaboration, and the free flow of talent and ideas are essential. Its meetings, conferences, and other events seek to enable engaging, thought provoking conversations that support IEEE’s core mission of advancing technology for humanity. Accordingly, IEEE is committed to providing a safe, productive, and welcoming environment to all participants, including staff and vendors, at IEEE-related events.
IEEE has no tolerance for discrimination, harassment, or bullying in any form at IEEE- related events. All participants have the right to pursue shared interests without harassment or discrimination in an environment that supports diversity and inclusion. Participants are expected to adhere to these principles and respect the rights of others. IEEE seeks to provide a secure environment at its events. Participants should report any behavior inconsistent with the principles outlined here, to on site staff, security or venue personnel, or to firstname.lastname@example.org.