[HTML][HTML] Landmark-based approaches for goal recognition as planning

RF Pereira, N Oren, F Meneguzzi - Artificial Intelligence, 2020 - Elsevier
Recognizing goals and plans from complete or partial observations can be efficiently
achieved through automated planning techniques. In many applications, it is important to …

Towards intelligent companion systems in general aviation using hierarchical plan and goal recognition

P Jamakatel, P Bercher, A Schulte… - Proceedings of the 11th …, 2023 - dl.acm.org
Modern ultralight aircraft in general aviation are equipped with an onboard Pilot Assistance
System (PAS) as a companion system, meant to guide the pilot in decision-making, eg with …

Multi-agent systems: Technical & ethical challenges of functioning in a mixed group

K Gal, BJ Grosz - Daedalus, 2022 - direct.mit.edu
In today's highly interconnected, open-networked computing world, artificial intelligence
computer agents increasingly interact in groups with each other and with people both …

[HTML][HTML] Sequential plan recognition: An iterative approach to disambiguating between hypotheses

R Mirsky, R Stern, K Gal, M Kalech - Artificial Intelligence, 2018 - Elsevier
Plan recognition algorithms output hypotheses about an agent's plans from its observed
actions. Due to imperfect knowledge about the agent's behavior and the environment, it is …

Goal and plan recognition design for plan libraries

R Mirsky, K Gal, R Stern, M Kalech - ACM Transactions on Intelligent …, 2019 - dl.acm.org
This article provides new techniques for optimizing domain design for goal and plan
recognition using plan libraries. We define two new problems: Goal Recognition Design for …

Action graphs for proactive robot assistance in smart environments

H Harman, P Simoens - Journal of Ambient Intelligence and …, 2020 - content.iospress.com
Smart environments can already observe the actions of a human through pervasive sensors.
Based on these observations, our work aims to predict the actions a human is likely to …

[PDF][PDF] Correcting hierarchical plans by action deletion

R Barták, S Ondrčková… - Proceedings of the …, 2021 - gki.informatik.uni-freiburg.de
Hierarchical task network (HTN) planning is a model-based approach to planning. The HTN
domain model consists of tasks and methods to decompose them into subtasks until …

[PDF][PDF] The seeing-eye robot grand challenge: rethinking automated care

R Mirsky, P Stone - Proceedings of the 20th International Conference on …, 2021 - par.nsf.gov
Automated care systems are becoming more tangible than ever: recent breakthroughs in
robotics and machine learning can be used to address the need for automated care created …

A novel parsing-based approach for verification of hierarchical plans

R Barták, S Ondrčková, A Maillard… - 2020 IEEE 32nd …, 2020 - ieeexplore.ieee.org
Hierarchical Task Networks were proposed as a method to describe plans by decomposition
of tasks to subtasks until primitive tasks, actions, are obtained. Valid plans-sequences of …

Using earley parser for recognizing totally ordered hierarchical plans

K Pantůčková, R Barták - ECAI 2023, 2023 - ebooks.iospress.nl
Earley Parser is a top-down parser proposed for context-free grammars and used, for
example, in the grammar constraint. Parsing trees of context-free grammars are very close to …