Proactive robotic assistance via theory of mind

M Shvo, R Hari, Z O'Reilly, S Abolore… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
Advanced social cognitive skills enhance the effectiveness of human-robot interactions.
Research shows that an important precursor to the development of these abilities in humans …

Diagnosing AI explanation methods with folk concepts of behavior

A Jacovi, J Bastings, S Gehrmann, Y Goldberg… - Journal of Artificial …, 2023 - jair.org
We investigate a formalism for the conditions of a successful explanation of AI. We consider
“success” to depend not only on what information the explanation contains, but also on what …

Adaptation and communication in human-robot teaming to handle discrepancies in agents' beliefs about plans

Y Zhang, B Williams - Proceedings of the International Conference on …, 2023 - ojs.aaai.org
When agents collaborate on a task, it is important that they have some shared mental model
of the task routines--the set of feasible plans towards achieving the goals. However, in …

Models and Algorithms for Human-Aware Task Planning with Integrated Theory of Mind

A Favier, S Shekhar, R Alami - 2023 32nd IEEE International …, 2023 - ieeexplore.ieee.org
It is essential for a collaborative robot to consider the Theory of Mind (ToM) when interacting
with humans. Indeed, performing an action in the absence of another agent may create false …

Anticipating false beliefs and planning pertinent reactions in human-aware task planning with models of theory of mind

A Favier, S Shekhar, R Alami - International Conference on Automated …, 2023 - hal.science
It is essential for a collaborative robot to consider Theory of Mind (ToM) when interacting
with humans. Indeed, performing an action in the absence of another agent may create false …

[HTML][HTML] Knowledge representation and acquisition in the era of large language models: Reflections on learning to reason via PAC-Semantics

IG Mocanu, V Belle - Natural Language Processing Journal, 2023 - Elsevier
Human beings are known for their remarkable ability to comprehend, analyse, and interpret
common sense knowledge. This ability is critical for exhibiting intelligent behaviour, often …

[PDF][PDF] On Proactive Human-AI Systems.

J Grosinger - AIC, 2022 - aic20.aass.oru.se
With a growing number of AI systems and robots sharing the environment of humans, the
need to define and investigate the particular topic of artificial proactivity is greater than ever …

Counterfactual explanations as plans

V Belle - The 39th International Conference on Logic …, 2023 - research.ed.ac.uk
In this paper, we look to provide a formal account of “counterfactual explanations," based in
terms of action sequences. We then show that this naturally leads to an account of model …

[PDF][PDF] Empowering BDI Agents with Generalised Decision-Making

RF Pereira, F Meneguzzi - … of the 23rd International Conference on …, 2024 - aura.abdn.ac.uk
Research on autonomous agents has long been concerned with reasoning about an agent's
actions within an environment [35], regardless of the underlying agent architecture [15] …

Theory of Mind Reasoning in Explanation, Plan Recognition, and Assistance: Theory and Practice

M Shvo - 2023 - search.proquest.com
With the rapid advancements in the field of artificial intelligence (AI) in recent years, one of
the longstanding goals of the field–building AI systems that are able to interact with other …