Shi, Laixi http://orcid.org/0000-0003-4038-8620
Dadashi, Robert
Chi, Yuejie http://orcid.org/0000-0002-6766-5459
Castro, Pablo Samuel
Geist, Matthieu
Chapter History
First Online: 18 September 2023
Ethical Statement
: Offline RL methods may bring benefits for social application scenarios when collecting new data is infeasible due to cost, privacy or safety. For example, learning to diagnose from historical medical records or designing recommendations given existing clicking records of some advertisements. For negative social impact, offline methods may enable big data discriminatory pricing to yield unfair market or improve the recommendation techniques to make more people to be addicted to the social media. However, our proposed methods is more related to introducing scientific thoughts and investigations, which do not target such possible applications. Additionally, this work will only use public benchmarks and data, so no personal data will be acquired or inferred.
Conference Information
Conference Acronym: ECML PKDD
Conference Name: Joint European Conference on Machine Learning and Knowledge Discovery in Databases
Conference City: Turin
Conference Country: Italy
Conference Year: 2023
Conference Start Date: 18 September 2023
Conference End Date: 22 September 2023
Conference Number: 23
Conference ID: ecml2023
Conference URL: https://2023.ecmlpkdd.org/
Peer Review Information (provided by the conference organizers)
Type: Double-blind
Conference Management System: CMT
Number of Submissions Sent for Review: 829
Number of Full Papers Accepted: 196
Number of Short Papers Accepted: 0
Acceptance Rate of Full Papers: 24% - The value is computed by the equation "Number of Full Papers Accepted / Number of Submissions Sent for Review * 100" and then rounded to a whole number.
Average Number of Reviews per Paper: 3.63
Average Number of Papers per Reviewer: 4.5
External Reviewers Involved: Yes
Additional Info on Review Process: Applied Data Science Track: 239 submissions, 58 accepted papers; Demo Track: 31 submissions, 16 accepted papers.