Explicability? legibility? predictability? transparency? privacy? security? the emerging landscape of interpretable agent behavior

T Chakraborti, A Kulkarni, S Sreedharan… - Proceedings of the …, 2019 - ojs.aaai.org
There has been significant interest of late in generating behavior of agents that is
interpretable to the human (observer) in the loop. However, the work in this area has …

Abstractions for computing all robotic sensors that suffice to solve a planning problem

Y Zhang, DA Shell - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
Whether a robot can perform some specific task depends on several aspects, including the
robot's sensors and the plans it possesses. We are interested in search algorithms that treat …

Automating Transfer of Robot Task Plans using Functorial Data Migrations

A Aguinaldo, E Patterson, W Regli - arXiv preprint arXiv:2406.15961, 2024 - arxiv.org
This paper introduces a novel approach to ontology-based robot plan transfer using
functorial data migrations from category theory. Functors provide structured maps between …

Joint communication and motion planning for cobots

M Dadvar, K Majd, E Oikonomou… - … on Robotics and …, 2022 - ieeexplore.ieee.org
The increasing deployment of robots in co-working scenarios with humans has revealed
complex safety and efficiency challenges in the computation of the robot behavior …

Oblivious Markov Decision Processes: Planning and Policy Execution

M Alsayegh, J Fuentes, L Bobadilla… - 2023 62nd IEEE …, 2023 - ieeexplore.ieee.org
We examine a novel setting in which two parties have partial knowledge of the elements that
make up a Markov Decision Process (MDP) and must cooperate to compute and execute an …

Lattices of sensors reconsidered when less information is preferred

Y Zhang, DA Shell - arXiv preprint arXiv:2106.00805, 2021 - arxiv.org
To treat sensing limitations (with uncertainty in both conflation of information and noise) we
model sensors as covers. This leads to a semilattice organization of abstract sensors that is …

What does my knowing your plans tell me?

Y Zhang, DA Shell, JM O'Kane - arXiv preprint arXiv:1810.03873, 2018 - arxiv.org
For robots acting in the presence of observers, we examine the information that is divulged if
the observer is party to the robot's plan. Privacy constraints are specified as the stipulations …

[PDF][PDF] Plans that remain private, even in hindsight

Y Zhang, DA Shell - The AAAI Workshop on Privacy-Preserving …, 2020 - isye.gatech.edu
We study a model in which a robot executes a plan whilst being observed. The observer is
interested in learning about the robot and its environment, and processes a sequence of …

Algorithm for Modal-Clause Resolution to Support Epistemic Reasoning in Multi-Agent Systems

BK Mrosko - 2023 - oaktrust.library.tamu.edu
The ability to reason about other agents' beliefs has many applications in multi-agent
systems, including facilitating coordinated behavior, teamwork, and information exchange …