Many problems in AI (in reasoning, planning, learning, perception and robotics) require the agent to operate with incomplete or uncertain information. The objective of this track is to present and discuss a broad and diverse range of current work on uncertain reasoning, including theoretical and applied research based on different paradigms. We hope that the variety and richness of this track will help to promote cross-fertilization among the different approaches for uncertain reasoning, and in this way foster the development of new ideas and paradigms.
The Special Track on Uncertain Reasoning (UR) is the oldest track in FLAIRS conferences, running annually since 1996. The UR 2025 Special Track at the 38th International Florida Artificial Intelligence Research Society Conference (FLAIRS-38) is the 30th in the series. Like the past tracks, UR'25 seeks to bring together researchers working on broad issues related to reasoning under uncertainty.
Papers on all aspects of uncertain reasoning are invited. Papers of particular interest include, but are not limited to:
FLAIRS-38 invites three kinds of submissions:
Rejected full papers might be accepted as short papers or posters, if reviewers found interest in the idea but the paper quality was not sufficient to be published in full length.
Accepted papers will be published in the proceedings of FLAIRS-38 by Florida Online Journals (indexed in DBLP and Scopus). Authors are expected to make a reasonable effort to adress the reviewers' comments in the camera ready versions of their papers. Each submission must be accompanied by at least one AUTHOR REGISTRATION. Please see the FLAIRS-38 CfP for details on this.
Please follow the formatting and submission instructions in the FLAIRS-38 CfP. Make sure to select the UR Track when submitting your paper in EasyChair.
Appendices after the references are permitted but might not be reviewed, and appendices will not be permitted in the final version of the paper if it is accepted.
Double-blind reviewing is used, so submitted papers must use fake/anonymized author names and affiliations. Papers must use the latest template and must be submitted as PDF.
FLAIRS will not accept any paper which, at the time of submission, is under review for or has already been published or accepted for publication in a journal or another conference. Authors are also required not to submit their papers elsewhere during FLAIRS's review period. These restrictions apply only to journals and conferences, not to workshops and similar specialized presentations with a limited audience and without archival proceedings. Authors will be required to confirm that their submissions conform to these requirements at the time of submission.
TBA
FLAIRS 38 will be held at the Hilton Daytona Beach Oceanfront Resort, in Daytona Beach, Florida, USA. Additional information on the conference location and travel planning can be found here.