Amos Azaria

Orcid: 0000-0002-5057-1309

According to our database1, Amos Azaria authored at least 115 papers between 2011 and 2024.

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Bibliography

2024
Machine learning approach to predicting the hysteresis of water retention curves of porous media.
Expert Syst. Appl., March, 2024

ChatGPT is a Remarkable Tool - For Experts.
Data Intell., 2024

Ruffle&Riley: From Lesson Text to Conversational Tutoring.
Proceedings of the Eleventh ACM Conference on Learning @ Scale, 2024

Source Detection in Networks using the Stationary Distribution of a Markov Chain.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Coalition Formation with Bounded Coalition Size.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Ruffle &Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System.
Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023
Keyboard Layout Optimization and Adaptation.
Int. J. Artif. Intell. Tools, August, 2023

Ruffle&Riley: Towards the Automated Induction of Conversational Tutoring Systems.
CoRR, 2023

Performance of ChatGPT-3.5 and GPT-4 on the United States Medical Licensing Examination With and Without Distractions.
CoRR, 2023

Socially Aware Coalition Formation with Bounded Coalition Size.
CoRR, 2023

SPRING: GPT-4 Out-performs RL Algorithms by Studying Papers and Reasoning.
CoRR, 2023

Plan, Eliminate, and Track - Language Models are Good Teachers for Embodied Agents.
CoRR, 2023

The Internal State of an LLM Knows When its Lying.
CoRR, 2023

Information Disclosure for Increasing User Satisfaction From a Shared Ride.
IEEE Access, 2023

SPRING: Studying Papers and Reasoning to play Games.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The Internal State of an LLM Knows When It's Lying.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Evidence From Computational Linguistics for the Concept of Biconsonantal Etymons in Hebrew.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Contrastive Explanations for Recommendation Systems.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

ChatGPT: More Human-Like Than Computer-Like, but Not Necessarily in a Good Way.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Social Aware Coalition Formation with Bounded Coalition Size.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Satisfaction from shared rides.
Dataset, April, 2022

Word Sense Induction with Attentive Context Clustering.
J. Data Min. Digit. Humanit., 2022

Deep Learning Architectures for Approximating Goldbach's Function in New Regions.
IEEE Intell. Syst., 2022

Meta-Reinforcement Learning Using Model Parameters.
CoRR, 2022

Revelation of Task Difficulty in AI-aided Education.
CoRR, 2022

The Concept of Criticality in AI Safety.
CoRR, 2022

Competitive Driving of Autonomous Vehicles.
IEEE Access, 2022

Irrational, but Adaptive and Goal Oriented: Humans Interacting with Autonomous Agents.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Using Physiological Metrics to Improve Reinforcement Learning for Autonomous Vehicles.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Criticality-Based Advice in Reinforcement Learning.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Reinforcement Learning Agents for Interacting with Humans.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Improving the Perception of Fairness in Shapley-Based Allocations.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Criticality-Based Advice in Reinforcement Learning (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Explainable Shapley-Based Allocation (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Social Aware Assignment of Passengers in Ridesharing (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Vision-Less Sensing for Autonomous Micro-Drones.
Sensors, 2021

A Safe Collaborative Chatbot for Smart Home Assistants.
Sensors, 2021

Conversational Agents: Goals, Technologies, Vision and Challenges.
Sensors, 2021

Criticality-based Varying Step-number Algorithm for Reinforcement Learning.
Int. J. Artif. Intell. Tools, 2021

A Socially Aware Reinforcement Learning Agent for The Single Track Road Problem.
CoRR, 2021

Autonomous Head-to-Head Racing in the Indy Autonomous Challenge Simulation Race.
CoRR, 2021

Efficient Computation and Estimation of the Shapley Value for Traveling Salesman Games.
IEEE Access, 2021

An Agent for Competing with Humans in a Deceptive Game Based on Vocal Cues.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Revelation of Task Difficulty in Al-aided Education.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Autonomous Agents for The Single Track Road Problem.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

A Deep Genetic Method for Keyboard Layout Optimization.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Explaining Ridesharing: Selection of Explanations for Increasing User Satisfaction.
Proceedings of the Multi-Agent Systems - 18th European Conference, 2021

Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Conversational Neuro-Symbolic Commonsense Reasoning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
SAIF: A Correction-Detection Deep-Learning Architecture for Personal Assistants.
Sensors, 2020

Model-Based Reinforcement Learning for Time-Optimal Velocity Control.
IEEE Robotics Autom. Lett., 2020

Human satisfaction as the ultimate goal in ridesharing.
Future Gener. Comput. Syst., 2020

An agent for learning new natural language commands.
Auton. Agents Multi Agent Syst., 2020

Multilingual Deception Detection by Autonomous Agents.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

How Did You Like This Ride? An Analysis of User Preferences in Ridesharing Assignments.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Learning to Conceal: A Method for Preserving Privacy and Avoiding Prejudice in Images.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Fiction Sentence Expansion and Enhancement via Focused Objective and Novelty Curve Sampling.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Viral vs. Effective: Utility Based Influence Maximization.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Computing the Shapley Value for Ride-Sharing and Routing Games.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

AI for Explaining Decisions in Multi-Agent Environments.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
LIA: A Virtual Assistant that Can Be Taught New Commands by Speech.
Int. J. Hum. Comput. Interact., 2019

InstructableCrowd: Creating IF-THEN Rules for Smartphones via Conversations with the Crowd.
Hum. Comput., 2019

Learning to Conceal: A Deep Learning Based Method for Preserving Privacy and Avoiding Prejudice.
CoRR, 2019

Fair Sharing: The Shapley Value for Ride-Sharing and Routing Games.
CoRR, 2019

The Concept of Criticality in Reinforcement Learning.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Semi-Supervised Ovulation Detection Based on Multiple Properties.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Detecting Sentences that May be Harmful to Children with Special Needs.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

The Multimodal Correction Detection Problem.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
Teaching Agents When They Fail: End User Development in Goal-Oriented Conversational Agents.
Proceedings of the Studies in Conversational UX Design, 2018

Goldbach's Function Approximation Using Deep Learning.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Safebot: A Safe Collaborative Chatbot.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

"Did I Say Something Wrong?": Towards a Safe Collaborative Chatbot.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Distributed Matching with Mixed Maximum-Minimum Utilities.
ACM Trans. Economics and Comput., 2017

An entity graph based Recommender System.
AI Commun., 2017

Parsing Natural Language Conversations using Contextual Cues.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

SUGILITE: Creating Multimodal Smartphone Automation by Demonstration.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
The DARPA Twitter Bot Challenge.
CoRR, 2016

The DARPA Twitter Bot Challenge.
Computer, 2016

Autonomous agents and human cultures in the trust-revenge game.
Auton. Agents Multi Agent Syst., 2016

Strategic advice provision in repeated human-agent interactions.
Auton. Agents Multi Agent Syst., 2016

Recommender Systems with Personality.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

"Is There Anything Else I Can Help You With?" Challenges in Deploying an On-Demand Crowd-Powered Conversational Agent.
Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016

InstructableCrowd: Creating IF-THEN Rules via Conversations with the Crowd.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Personalized Alert Agent for Optimal User Performance.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Instructable Intelligent Personal Agent.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Advice Provision for Energy Saving in Automobile Climate-Control System.
AI Mag., 2015

Intelligent Agent Supporting Human-Multi-Robot Team Collaboration.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

An Agent for Deception Detection in Discussion Based Environments.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

A Game for Studying Maintenance Alerts' Effectiveness.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Adaptive Advice in Automobile Climate Control Systems.
Proceedings of the Artificial Intelligence for Transportation: Advice, 2015

2014
Strategic Information Disclosure to People with Multiple Alternatives.
ACM Trans. Intell. Syst. Technol., 2014

Behavioral Analysis of Insider Threat: A Survey and Bootstrapped Prediction in Imbalanced Data.
IEEE Trans. Comput. Soc. Syst., 2014

Automated agents for reward determination for human work in crowdsourcing applications.
Auton. Agents Multi Agent Syst., 2014

An agent for deception detection in discussion basedenvironments.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

An agent for the prospect presentation problem.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Automated agents' behavior in the trust-revenge game incomparison to other cultures.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Leveraging Fee-Based, Imperfect Advisors in Human-Agent Games of Trust.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Advice Provision for Energy Saving in Automobile Climate Control Systems.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Advice Provision for Choice Selection Processes with Ranked Options.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
A system for advice provision in multiple prospectselection problems.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Movie recommender system for profit maximization.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Modeling human adversary decision making in security games: an initial report.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Analyzing the Effectiveness of Adversary Modeling in Security Games.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Social Rankings in Human-Computer Committees.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Advice Provision in Multiple Prospect Selection Problems.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Movie Recommender System for Profit Maximization (Short LBP).
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
Combining psychological models with machine learning to better predict people's decisions.
Synth., 2012

Giving advice to people in path selection problems.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Strategic Advice Provision in Repeated Human-Agent Interactions (Abstract).
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Strategic Advice Provision in Repeated Human-Agent Interactions.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Automated Strategies for Determining Rewards for Human Work.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Giving Advice to People in Path Selection Problems.
Proceedings of the Interactive Decision Theory and Game Theory, 2011


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