Help me make a dinner! Challenges when assisting humans in action planning

Help me make a dinner! Challenges when assisting humans in action planning. Behnke, G., Leichtmann, B., Bercher, P., Höller, D., Nitsch, V., Baumann, M., & Biundo, S. In Proceedings of the 2nd International Conference on Companion Technology (ICCT 2017), 2017. IEEE.

Paper doi abstract bibtex

A promising field of application for cognitive technical systems is individualised user assistance for complex tasks. Here, a companion system usually uses an AI planner to solve the underlying combinatorial problem. Often, the use of a bare black-box planning system is not sufficient to provide individualised assistance, but instead the user has to be able to control the process that generates the presented advice. Such an integration guarantees that the user will be satisfied with the assistance s/he is given, trust the advice more, and is thus more likely to follow it. In this paper, we provide a general theoretical view on this process, called mixed-initiative planning, and derive several research challenges from it.

@InProceedings{Behnke2017MIPChallenge,
  Title       = {Help me make a dinner! Challenges when assisting humans in action planning},
  Author      = {Gregor Behnke and Benedikt Leichtmann and Pascal Bercher and Daniel H\"oller and Verena Nitsch and Martin Baumann and Susanne Biundo},
  Year        = {2017},
  Booktitle   = {Proceedings of the 2nd International Conference on Companion Technology ({ICCT} 2017)},
  Publisher   = {IEEE},
  abstract    = {A promising field of application for cognitive technical systems is individualised user assistance for complex tasks. Here, a companion system usually uses an AI planner to solve the underlying combinatorial problem. Often, the use of a bare black-box planning system is not sufficient to provide individualised assistance, but instead the user has to be able to control the process that generates the presented advice. Such an integration guarantees that the user will be satisfied with the assistance s/he is given, trust the advice more, and is thus more likely to follow it. In this paper, we provide a general theoretical view on this process, called mixed-initiative planning, and derive several research challenges from it.},
  doi        = {10.1109/ICCT42709.2017.9151907},
  url_Paper  = {https://bercher.net/publications/2017/Behnke2017MIPChallenge.pdf},
  keywords   = {conference}
}

Downloads: 0