Ariel Rosenfeld

NEWS

July 2018: Two papers accepted to RecSys 2018.

June 2017: I'm giving a tutorial at EASSS 2018, Maastricht, Holland and at IJCAI 2018, Stockholm, Sweeden based on my book.

June 2018: Won the Victor Lesser Distinguished Dissertation Award, and a new paper at IJCAI 2018 .

March 2018: New papers: MobileSoft 2018, Knowledge Engineering Review Journal.

Febuary 2018: My research on traffic enforcement receives some media attention. Calcalist (Hebrew), Ctech (English), Channel 13 News (Hebrew)

January 2018: My new book is now available. Webpage, Purchase.

November 2017: PhD approved. My dissertation is available here .

August 2017: I'm giving an invited talk at 3rd workshop on Conflict Resolution in Decision Making (COREDEMA) during IJCAI 2017. New paper accepted to GameSec 2017.

July 2017: Joined Prof. David Harel's group at Weizmann Institute of Science as a Koshland Postdoctoral Fellow. If you wish to work with me, please send me an email.

June 2017: I'm giving a tutorial at EASSS 2017, Gdansk, Poland titled "Predicting Human Decision-Making: Tools of the Trade"

May 2017: Two papers accepted to IJCAI 2017, BEST PAPER AWARD at the 15th ALA workshop at AAMAS 2017.

February 2017: I'm giving a tutorial at AAAI 2017, San-Fransisco, USA titled "Predicting Human Decision-Making: Tools of the Trade".

January 2017: Won Best Lecturer award from the Bar-Ilan University, Israel.

EDUCATION

B.Sc magna cum laude in Computer Science and Economics
Tel-Aviv University, Israel

Publications

26. Akiva Kleinerman, Ariel Rosenfeld, Francesco Ricci and Sarit Kraus. Optimizing Interactions in Reciprocal Recommender Systems, RecSys 2018 [17.7% acceptance rate].

25. David Benrimoh, Robert Fratila, Sonia Israel, Kelly Perlman, Nykan Mirchi, Sneha Desai, Ariel Rosenfeld, Sabrina Knappe, Jason Behrmann, Colleen Rollins,Raymond Penh You. Aifred Health, a Deep Learning Powered Clinical Decision Support System for Mental Health. The NIPS '17 Competition: Building Intelligent Systems. Springer.

24. Ariel Rosenfeld, Moshe Cohen, Mattew Taylor and Sarit Kraus. Leveraging human knowledge in tabular reinforcement learning: A study of human subjects, Knowledge Engineering Review (forthcoming).

23. Ariel Rosenfeld, Oleg Maksimov and Sarit Kraus. Optimal Cruiser-Drone Traffic Enforcement Under Energy Limitation, IJCAI 2018 [20% acceptance rate].

22. Ariel Rosenfeld, Odaya Kardashov and Orel Zang. Automation of Android Applications Functional Testing Using Machine Learning Activities Classification, MobileSoft 2018 [44% acceptance rate].

21. Ariel Rosenfeld Automated Agents for Advice Provision (PhD Thesis).

20. Ariel Rosenfeld, Odaya Kardashov and Orel Zang. ACAT: A Novel Machine-Learning-Based Tool for Automating Android Application Testing (Demonstration Paper), HVC 2017 [34% acceptance rate].

19. Noa Agmon, Oleg Maksimov, Ariel Rosenfeld Shai Shlomai and Sarit Kraus. Multiple Robots for Multiple Missions: Architecture for Complex Collaboration, IJCAI 2017 workshop on Architectures for Generality & Autonomy (AGA).

18. Emmanuel Hadoux, Ariel Rosenfeld Jean-Baptiste Corrégé. From Psychological Persuasion to Abstract Argumentation: A Step Forward, Artificial Intelligence and Cognition workshop (AIC) 2017.

17. Ariel Rosenfeld Oleg Maksimov and Sarit Kraus. Optimizing Traffic Enforcement: From the Lab to the Roads, GameSec 2017 [40% acceptance rate].

16. Ariel Rosenfeld and Sarit Kraus. When Security Games Hit Traffic: Optimal Traffic Enforcement Under One Sided Uncertainty. IJCAI 2017 [25% acceptance rate]. [25% acceptance rate]

15. Ariel Rosenfeld, Mattew E. Taylor and Sarit Kraus. Leveraging Human Knowledge in Tabular Reinforcement Learning:  A Study of Human Subjects. IJCAI 2017 [25% acceptance rate]. [25% acceptance rate]

14. Ariel Rosenfeld, Mattew E. Taylor and Sarit Kraus. Speeding up Tabular Reinforcement Learning Using State-Action Similarities (Exteded Abstract). AAMAS 2017. [26% acceptance rate, additional 21% for extended abstracts] -- Best Paper Award for the extended version at the Fifteenth Adaptive Learning Agents workshop at AAMAS 2017 [40% acceptance rate].

13. Federico Cerutti, Alexis Palmer, Ariel Rosenfeld, Jan Snajder and Francesca Toni. A Pilot Study in Using Argumentation Frameworks with Argument Mining. Systems and Algorithms for Formal Argumentation workshop (SAFA) 2016.

12. Ariel Rosenfeld and Sarit Kraus. Strategical Argumentative Agent for Human Persuasion, ECAI 2016 [27% acceptance rate].

11. Ariel Rosenfeld, Joseph Keshet, Claudia Goldman and Sarit Kraus. Online Prediction of Exponential Decay Time Series with Human-Agent Application, ECAI 2016 [27% acceptance rate].

10. Ariel Rosenfeld and Sarit Kraus. Providing Arguments in Discussions on the Basis of the Prediction of Human Argumentative Behavior, ACM Transactions on Interactive Intelligent Systems (TiiS) 2016.

9. Ariel Rosenfeld, Oleg Maksimov, Sarit Kraus and Noa Agmon. Human-Multi-Robot Team Collaboration for Efficient Warehouse Operation, AAMAS workshop ARMS 2016.

8. Ariel Rosenfeld. Human-Multi-Robot Team Collaboration using Advising Agents, AAMAS DMP 2016.

7. Ariel Rosenfeld and Sarit Kraus. Strategical Argumentative Agent for Human Persuasion: A Preliminary Report, Frontiers and Connections between Argumentation Theory and Natural Language Processing Seminar (ArgNLP-16), Dagstuhl, Germany, April 2016.

6. Ariel Rosenfeld, Automated Agents for Advice Provision, IJCAI DC 2015.

5. Ariel Rosenfeld, Noa Agmon , Oleg Maksimov, Amos Azaria and Sarit Kraus. Intelligent Agent Supporting Human-Multi-Robot Team Collaboration, IJCAI 2015 [28% acceptance rate], (also presented in AAMAS workshop ARMS 2015 & BISFAI 2015).

4. Ariel Rosenfeld, Amos Azaria, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni. Adaptive Advice in Automobile Climate Control Systems, AAMAS 2015 [25% acceptance rate], (also presented in AAAI workshop WAIT-2015).

3. Ariel Rosenfeld and Sarit Kraus . Providing Arguments in Discussions Based on the Prediction of Human Argumentative Behavior, AAAI 2015 (oral presentation) [26% acceptance rate, 11% orally presented].

2. Amos Azaria, Ariel Rosenfeld, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni. Advice Provision for Energy Saving in Automobile Climate Control Systems. In AI Magazine 36 (3),2015, 61-72.

1. Ariel Rosenfeld and Sarit Kraus. Argumentation Theory in the Field - An Empirical Study of Fundamental Notions. In Proceedings of "Frontiers and Connections between Argumentation Theory and Natural Language Processing" Seminar , Bertinoro, Italy, July 2014.