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09/12/2023
Performance of ChatGPT-3.5 and GPT-4 on the United States Medical Licensing Examination With and Without Distractions
As Large Language Models (LLMs) are predictive models building their res...
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06/02/2023
Socially Aware Coalition Formation with Bounded Coalition Size
In many situations when people are assigned to coalitions the assignment...
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06/02/2023
ChatGPT is a Remarkable Tool – For Experts
This paper investigates the capabilities of ChatGPT as an automated assi...
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05/24/2023
SPRING: GPT-4 Out-performs RL Algorithms by Studying Papers and Reasoning
Open-world survival games pose significant challenges for AI algorithms ...
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05/03/2023
Plan, Eliminate, and Track – Language Models are Good Teachers for Embodied Agents
Pre-trained large language models (LLMs) capture procedural knowledge ab...
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04/26/2023
The Internal State of an LLM Knows When its Lying
While Large Language Models (LLMs) have shown exceptional performance in...
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02/09/2023
Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals
High sample complexity has long been a challenge for RL. On the other ha...
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10/27/2022
Meta-Reinforcement Learning Using Model Parameters
In meta-reinforcement learning, an agent is trained in multiple differen...
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01/13/2022
Criticality-Based Varying Step-Number Algorithm for Reinforcement Learning
In the context of reinforcement learning we introduce the concept of cri...
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01/12/2022
Revelation of Task Difficulty in AI-aided Education
When a student is asked to perform a given task, her subjective estimate...
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01/12/2022
The Concept of Criticality in AI Safety
When AI agents don't align their actions with human values they may caus...
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09/12/2021
A Socially Aware Reinforcement Learning Agent for The Single Track Road Problem
We present the single track road problem. In this problem two agents fac...
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09/12/2021
Autonomous Head-to-Head Racing in the Indy Autonomous Challenge Simulation Race
This paper describes Ariel Team's autonomous racing controller for the I...
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05/26/2021
Explaining Ridesharing: Selection of Explanations for Increasing User Satisfaction
Transportation services play a crucial part in the development of modern...
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06/17/2020
Conversational Neuro-Symbolic Commonsense Reasoning
One aspect of human commonsense reasoning is the ability to make presump...
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12/02/2019
Fiction Sentence Expansion and Enhancement via Focused Objective and Novelty Curve Sampling
We describe the task of sentence expansion and enhancement, in which a s...
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10/10/2019
AI for Explaining Decisions in Multi-Agent Environments
Explanation is necessary for humans to understand and accept decisions m...
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09/19/2019
Learning to Conceal: A Deep Learning Based Method for Preserving Privacy and Avoiding Prejudice
In this paper, we introduce a learning model able to conceals personal i...
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09/12/2019
InstructableCrowd: Creating IF-THEN Rules for Smartphones via Conversations with the Crowd
Natural language interfaces have become a common part of modern digital ...
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09/10/2019
Fair Sharing: The Shapley Value for Ride-Sharing and Routing Games
Ride-sharing services are gaining popularity and are crucial for a susta...
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02/25/2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds
Question Answering (QA), as a research field, has primarily focused on e...
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11/28/2018
Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge
While autonomous navigation has recently gained great interest in the fi...
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10/16/2018
The Concept of Criticality in Reinforcement Learning
Reinforcement learning methods carry a well known bias-variance trade-of...
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07/01/2018
Human Satisfaction as the Ultimate Goal in Ridesharing
Transportation services play a crucial part in the development of modern...
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03/25/2018
Goldbach's Function Approximation Using Deep Learning
Goldbach conjecture is one of the most famous open mathematical problems...
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08/10/2017
"Is there anything else I can help you with?": Challenges in Deploying an On-Demand Crowd-Powered Conversational Agent
Intelligent conversational assistants, such as Apple's Siri, Microsoft's...
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01/20/2016