TY - GEN
T1 - A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract)
AU - Vasileiou, Stlylianos Loukas
AU - Yeoh, William
AU - Tran, Son
AU - Kumar, Ashwin
AU - Cashmore, Michael
AU - Magazzeni, Daniele
N1 - Publisher Copyright:
© 2023 International Joint Conferences on Artificial Intelligence. All rights reserved.
PY - 2023
Y1 - 2023
N2 - In human-aware planning systems, a planning agent might need to explain its plan to a human user when that plan appears to be non-feasible or sub-optimal. A popular approach, called model reconciliation, has been proposed as a way to bring the model of the human user closer to the agent's model. In this paper, we approach the model reconciliation problem from a different perspective, that of knowledge representation and reasoning, and demonstrate that our approach can be applied not only to classical planning problems but also hybrid systems planning problems with durative actions and events/processes.
AB - In human-aware planning systems, a planning agent might need to explain its plan to a human user when that plan appears to be non-feasible or sub-optimal. A popular approach, called model reconciliation, has been proposed as a way to bring the model of the human user closer to the agent's model. In this paper, we approach the model reconciliation problem from a different perspective, that of knowledge representation and reasoning, and demonstrate that our approach can be applied not only to classical planning problems but also hybrid systems planning problems with durative actions and events/processes.
UR - https://www.scopus.com/pages/publications/85170366350
U2 - 10.24963/ijcai.2023/795
DO - 10.24963/ijcai.2023/795
M3 - Conference contribution
AN - SCOPUS:85170366350
T3 - IJCAI International Joint Conference on Artificial Intelligence
SP - 6985
EP - 6989
BT - Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023
A2 - Elkind, Edith
PB - International Joint Conferences on Artificial Intelligence
T2 - 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023
Y2 - 19 August 2023 through 25 August 2023
ER -