Explicability? legibility? predictability? transparency? privacy? security? the emerging landscape of interpretable agent behavior
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 …
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
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 …
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
This paper introduces a novel approach to ontology-based robot plan transfer using
functorial data migrations from category theory. Functors provide structured maps between …
functorial data migrations from category theory. Functors provide structured maps between …
Joint communication and motion planning for cobots
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 …
complex safety and efficiency challenges in the computation of the robot behavior …
Oblivious Markov Decision Processes: Planning and Policy Execution
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 …
make up a Markov Decision Process (MDP) and must cooperate to compute and execute an …
Lattices of sensors reconsidered when less information is preferred
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 …
model sensors as covers. This leads to a semilattice organization of abstract sensors that is …
What does my knowing your plans tell me?
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 …
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
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 …
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 …
systems, including facilitating coordinated behavior, teamwork, and information exchange …