Amos Azaria

Human Aided Learning Lab, Ariel University

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• PhD Thesis and CV
• Selected Publications
• About Me

Please click here to download my CV, which has a more complete list of publications.

Selected publications:

• Arabshahi F, Lee J, Gawarecki M, Mazaitis K, Azaria A, Mitchell T
  Conversational Neuro-Symbolic Commonsense Reasoning, AAAI 2021


• Hartmann G, Shiller Z, Azaria A
  Combining Model-based Reinforcement Learning with an Analytical Dynamic Model for Time Optimal Velocity Control, IROS 2020


• Kraus S, Azaria A, Fiosina J, Greve M, Hazon N, Kolbe L, Lembcke TB, Mueller JP, Schleibaum S, Vollrath M
  AI for Explaining Decisions in Multi-Agent Environments, AAAI 2020


• Nivasch K., Azaria A.
  SAIF: A Correction-Detection Deep-Learning Architecture for Personal Assistants, Seonsors Journal, 2020


• Levinger C, Hazon N, Azaria A
  Human Satisfaction as the Ultimate Goal in Ridesharing, Future Generation Computer Systems, 2020


• Azaria A, Srivastava S, Krishnamurthy J, Labutov I, Mitchell T
  An Agent for Learning New Natural Language Commands, Journal of Autonomous Agents and Multiagent Systems (JAAMAS), 2020


• Huang TH, Azaria A, Romero O, Bigham J
  InstructableCrowd: Creating IF-THEN Rules for Smartphones via Conversations with the Crowd, Human Computation, 2020


• Chkroun M, Azaria A
  LIA: A Virtual Assistant That can be Taught New Commands by Speech, International Journal of Human-Computer Interaction (IJHCI), 2019


• Labutov I., Yang B., Prakash A., Azaria A.
  Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds, ACL, 2018


• Srivastava S., Azaria A., Mitchell T.
  Parsing Natural Language Conversations using Contextual Cues, IJCAI, 2017 PDF


• Li T., Azaria A., Myers B.
  SUGILITE: Creating Multimodal Smartphone Automation by Demonstration, CHI, 2017 (Honorable Mention) PDF


• Distributed Matching with Mixed Maximum-Minimum Utilities
  ACM Transactions on Economics and Computation (TEAC) journal PDF


• Huang TH, Lasecki W., Azaria A., Bigham JP.
  Is there anything else I can help you with?: Challenges in Deploying an On-Demand Crowd-Powered Conversational Agent, HCOMP, 2016 PDF


• Azaria A, Hong J
  Recommender Systems with a Personality, RecSys, 2016 (Past, Present and Future Track) PDF


• Azaria A, Krishnamurthy J, Mitchell T
  Instructable Intelligent Personal Agent, AAAI'16 PDF


• Shvartzon A, Azaria A, Krais S, Goldman CV, Meyer J, Tsimhoni O
  Personalized Alert Agent for Optimal User Performance, AAAI'16 PDF


• Subrahmanian VS, Azaria A, Durst S, Kagan V, Galstyan A et al.
  The DARPA TWITTER BOT CHALLENGE, IEEE Computer PDF


• Azaria A, Richardson A, Kraus S
  Strategic Advice Provision in Repeated Human-Agent Interactions, JAAMAS PDF


• Azaria A, Richardson A, Rosenfeld A
  Automated Agents and Human Cultures in the Trust-Revenge Game, JAAMAS PDF


• Azaria A, Richardson A, Kraus S, VS Subrahmanian
  Behavioral Analysis of Insider Threat: A Survey and Bootstrapped Prediction in Imbalanced Data, IEEE Transactions on Computational Social Systems PDF


• Rosenfeld A, Azaria A, Kraus S, Goldman C, Tsimhoni O
  Adaptive Advice in Automobile Climate Control Systems, AAMAS 2015 PDF


• Azaria A, Richardson A, Kraus S
  An Agent for Deception Detection in Discussion Based Environments, CSCW 2015 PDF BibTex


• Azaria A, Kraus S, Goldman CV, Tsimhoni O
  Advice Provision for Energy Saving in Automobile Climate Control Systems, IAAI 2014 PDF BibTex


• Buntain C, Azaria A, Kraus S
  Leveraging Fee-Based, Imperfect Advisors in Human-Agent Games of Trust, AAAI 2014 PDF BibTex


• Azaria A, Richardson A, Kraus S
  An Agent for the Prospect Presentation Problem, AAMAS 2014 PDF BibTex


• Azaria A, Aumann Y, Kraus S
  Automated Agents for Reward Determination for Human Work in Crowdsourcing Applications, Journal of Autonomous Agents and Multi-Agent Systems PDF BibTex


• Azaria A, Rabinovich Z, Kraus S, Goldman CV
  Strategic Information Disclosure to People with Multiple Alternatives, Transactions on Intelligent Systems and Technology (TIST) ACM Journal,2013 PDF BibTex


• Azaria A, Hassidim A, Kraus S, Eshkol A, Weintraub O, Netanely I
  Movie Recommender System for Profit Maximization, RecSys 2013 (also presented as a late breaking paper in AAAI 2013, and ITWP workshop) PDF BibTex


• Azaria A, Kraus S and Richardson A
  A System for Advice Provision in Multiple Prospect Selection Problems, RecSys 2013 (short paper), (also presented in HAIDM 2013 and appears as an extended abstract in AAAI 2013) PDF BibTex


• Thanh Nguyen, Rong Yang, Amos Azaria, Sarit Kraus, Milind Tambe
  Analyzing the effectiveness of adversary modeling in security games, AAAI 2013 (also presented in HAIDM 2013) PDF BibTex


• Moshe Bitan, Yakov Gal, Sarit Kraus, Elad Dokov, Amos Azaria
  Social Rankings in Human-Computer Committees, AAAI 2013 PDF BibTex


• Azaria A, Sarne D, Aumann Y
  Distributed Matching with Mixed Maximum-Minimum Utilities, IAT 2012 (also presented in AMEC WS 2012) PDF BibTex


• Azaria A, Aumann Y, Kraus S
  Automated Strategies for Determining Rewards for Human Work, AAAI 2012 (also presented in HAIDM 2012) PDF BibTex


• Azaria A, Rabinovich Z, Kraus S, Goldman CV, Gal Y
  Strategic Advice Provision in Repeated Human-Agent Interactions, AAAI 2012 (also presented in HAIDM 2012) PDF BibTex


• Rosenfend A, Zukerman I, Azaria A, Kraus S
  Combining Psychological Models with Machine Learning to Better Predict People's Decisions, Synthese Journal,2012 (SYNT) PDF BibTex


• Azaria A, Rabinovich Z, Kraus S, Goldman CV, Tsimhoni O
  Giving Advice to People in Path Selection Problems, AAMAS, 2012 (also presented in AAAI 2011 WS-11-13) PDF BibTex


• Azaria A, Rabinovich Z, Kraus S, Goldman CV
  Strategic Information Disclosure to People with Multiple Alternatives,AAAI, 2011 (also presented in BISFAI 2011) PDF BibTex


• Azaria A
  Agents for Automated Human Persuasion, PhD Thesis, 2015 PDF