On the role of knowledge graphs in explainable AI

F Lecue - Semantic Web, 2020 - content.iospress.com
The current hype of Artificial Intelligence (AI) mostly refers to the success of machine
learning and its sub-domain of deep learning. However, AI is also about other areas, such …

[PDF][PDF] Highlights: Summarizing agent behavior to people

D Amir, O Amir - … of the 17th international conference on …, 2018 - scholar.harvard.edu
People increasingly interact with autonomous agents. This paper introduces and formalizes
the problem of automatically generating a summary of an agent's behavior with the goal of …

Summarizing agent strategies

O Amir, F Doshi-Velez, D Sarne - Autonomous Agents and Multi-Agent …, 2019 - Springer
Intelligent agents and AI-based systems are becoming increasingly prevalent. They support
people in different ways, such as providing users with advice, working with them to achieve …

Explaining robot actions

M Lomas, R Chevalier, EV Cross, RC Garrett… - Proceedings of the …, 2012 - dl.acm.org
To increase human trust in robots, we have developed a system that provides insight into
robotic behaviors by enabling a robot to answer questions people pose about its actions (eg …

A human-centric approach to autonomous robot failures

DJ Brooks - 2017 - search.proquest.com
When robots fail, the consequences can outweigh the system's perceived utility and
convenience, possibly even leading to the system's abandonment. These failures are not …

[PDF][PDF] Agent strategy summarization

O Amir, F Doshi-Velez, D Sarne - Proceedings of the 17th …, 2018 - scholar.harvard.edu
Intelligent agents and AI-based systems are becoming increasingly prevalent. They support
people in different ways, such as providing users with advice, working with them to achieve …

Teaching people by justifying tree search decisions: An empirical study in curling

CR Silva, M Bowling, LHS Lelis - Journal of Artificial Intelligence Research, 2021 - jair.org
In this research note we show that a simple justification system can be used to teach
humans non-trivial strategies of the Olympic sport of curling. This is achieved by justifying …

[PDF][PDF] Make it so: Continuous, flexible natural language interaction with an autonomous robot

DJ Brooks, C Lignos, C Finucane… - Workshops at the …, 2012 - cdn.aaai.org
While highly constrained language can be used for robot control, robots that can operate as
fully autonomous subordinate agents communicating via rich language remain an open …

Towards A robot explanation system: a survey and our approach to state summarization, storage and querying, and human interface

Z Han, J Allspaw, A Norton, HA Yanco - arXiv preprint arXiv:1909.06418, 2019 - arxiv.org
As robot systems become more ubiquitous, developing understandable robot systems
becomes increasingly important in order to build trust. In this paper, we present an approach …

Here's Looking at You, Robot: The Transparency Conundrum in HRI

M Lee, P Ruijten, L Frank… - 2023 32nd IEEE …, 2023 - ieeexplore.ieee.org
Future robots are expected to be autonomous actors, even capable of moral reasoning. Yet
how they can provide transparent explanations while being socially intelligent during …