https://management.biu.ac.il/en/node/3046
2017-2018; Post-Doctoral Researcher at Weizmann Institute of Science, Israel.
Ph.D. Computer Science, 2017, Bar-Ilan University, Israel.
IFAAMAS Victor Lesser Distinguished Dissertation Award.
Bar-Ilan University, Israel. Advisor: Professor Sarit Kraus.
B.Sc., Computer Science and Economics (Magna Cum Laude), 2013, Tel-Aviv University, Israel.
ABOUT MY WORK
My research interests include Artificial Intelligence; Autonomous Agents; Human-Agent Interaction; Machine Learning and Human Factors.
SELECTED PUBLICATIONS
1. Akiva Kleinerman, Ariel Rosenfeld and Sarit Kraus. Providing Explanations for Automated Advice in Reciprocal Environments, RecSys 2018
2. Akiva Kleinerman, Ariel Rosenfeld, Francesco Ricci and Sarit Kraus. Optimizing Interactions in Reciprocal Recommender Systems, RecSys 2018
3. Ariel Rosenfeld, Moshe Cohen, Mattew Taylor and Sarit Kraus. Leveraging human knowledge in tabular reinforcement learning: A study of human subjects, Knowledge Engineering Review
4. Ariel Rosenfeld, Oleg Maksimov and Sarit Kraus. Optimal Cruiser-Drone Traffic Enforcement Under Energy Limitation, IJCAI 2018
5. Ariel Rosenfeld, Odaya Kardashov and Orel Zang. Automation of Android Applications Functional Testing Using Machine Learning Activities Classification, MobileSoft 2018
RESEARCH PROJECTS
My research interests include Artificial Intelligence; Autonomous Agents; Human-Agent Interaction; Machine Learning and Human Factors.