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A Socially Aware Reinforcement Learning Agent for The Single Track Road Problem


Sep 22, 2021
Ido Shapira, Amos Azaria


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Autonomous Head-to-Head Racing in the Indy Autonomous Challenge Simulation Race


Sep 12, 2021
Gabriel Hartmann, Zvi Shiller, Amos Azaria

* 8 pages, 16 figures 

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Explaining Ridesharing: Selection of Explanations for Increasing User Satisfaction


May 26, 2021
David Zar, Noam Hazon, Amos Azaria

* 19 pages, 4 figures 

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Conversational Neuro-Symbolic Commonsense Reasoning


Jun 19, 2020
Forough Arabshahi, Jennifer Lee, Mikayla Gawarecki, Kathryn Mazaitis, Amos Azaria, Tom Mitchell


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Fiction Sentence Expansion and Enhancement via Focused Objective and Novelty Curve Sampling


Dec 03, 2019
Yuri Safovich, Amos Azaria


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AI for Explaining Decisions in Multi-Agent Environments


Oct 12, 2019
Sarit Kraus, Amos Azaria, Jelena Fiosina, Maike Greve, Noam Hazon, Lutz Kolbe, Tim-Benjamin Lembcke, Jörg P. Müller, Sören Schleibaum, Mark Vollrath

* This paper has been submitted to the Blue Sky Track of the AAAI 2020 conference. At the time of submission, it is under review. The tentative notification date will be November 10, 2019. Current version: Name of first author had been added in metadata 

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Learning to Conceal: A Deep Learning Based Method for Preserving Privacy and Avoiding Prejudice


Sep 19, 2019
Moshe Hanukoglu, Nissan Goldberg, Aviv Rovshitz, Amos Azaria


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InstructableCrowd: Creating IF-THEN Rules for Smartphones via Conversations with the Crowd


Sep 12, 2019
Ting-Hao 'Kenneth' Huang, Amos Azaria, Oscar J. Romero, Jeffrey P. Bigham

* Human Computation (2019) 6:1:113-146 
* Published at Human Computation (2019) 6:1:113-146 

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Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge


Mar 12, 2019
Gabriel Hartmann, Zvi Shiller, Amos Azaria


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Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds


Feb 25, 2019
Igor Labutov, Bishan Yang, Anusha Prakash, Amos Azaria

* ACL 2018 
* published at ACL 2018 

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The Concept of Criticality in Reinforcement Learning


Oct 16, 2018
Yitzhak Spielberg, Amos Azaria


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Goldbach's Function Approximation Using Deep Learning


Mar 25, 2018
Avigail Stekel, Merav Chkroun, Amos Azaria


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"Is there anything else I can help you with?": Challenges in Deploying an On-Demand Crowd-Powered Conversational Agent


Aug 10, 2017
Ting-Hao Kenneth Huang, Walter S. Lasecki, Amos Azaria, Jeffrey P. Bigham

* 10 pages. In Proceedings of Conference on Human Computation & Crowdsourcing (HCOMP 2016), 2016, Austin, TX, USA 

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The DARPA Twitter Bot Challenge


Apr 21, 2016
V. S. Subrahmanian, Amos Azaria, Skylar Durst, Vadim Kagan, Aram Galstyan, Kristina Lerman, Linhong Zhu, Emilio Ferrara, Alessandro Flammini, Filippo Menczer, Andrew Stevens, Alexander Dekhtyar, Shuyang Gao, Tad Hogg, Farshad Kooti, Yan Liu, Onur Varol, Prashant Shiralkar, Vinod Vydiswaran, Qiaozhu Mei, Tim Hwang

* Computer 49 (6), 38-46. IEEE, 2016 
* IEEE Computer Magazine, in press 

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