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 …

Reactivity and statefulness: Action-based sensors, plans, and necessary state

G McFassel, DA Shell - The International Journal of Robotics …, 2023 - journals.sagepub.com
Typically to a roboticist, a plan is the outcome of other work, a synthesized object that
realizes ends defined by some problem; plans qua plans are seldom treated as first-class …

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 …

Parameter Identification for Multirobot Systems Using Optimization-based Controllers

J Grover, C Liu, K Sycara - … Symposium on Multi-Robot and Multi …, 2021 - ieeexplore.ieee.org
This paper considers the problem of parameter identification for a multirobot system. We
wish to understand how can an adversarial observer reverse-engineer the tasks being …

[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 …