TY - GEN
T1 - Synthesizing explainable behavior for human-AI collaboration
AU - Kambhampati, Subbarao
N1 - Funding Information:
The research described here was carried out in close collaboration with my students and colleagues. Special thanks to my students Tathagata Chakraborti, Sarath Sreedharan, Anagha Kulkarni, Sailik Sengupta and colleagues Nancy Cooke, Matthias Scheutz and David Smith. Thanks also to Behzad Kamgar-Parsi, Jeffery Morrison and Marc Steinberg for sustained support. This research is supported in part by the ONR grants N00014-16-1-2892, N00014-18-1-2442, N00014-18-1-2840, the AFOSR grant FA9550-18-1-0067 and the NASA grant NNX17AD06G.
Publisher Copyright:
© 2019 International Foundation for Autonomous Agents and Multiagent Systems (www.ilaamas.org). All rights reserved.
PY - 2019
Y1 - 2019
N2 - As AI technologies enter our everyday lives at an ever increasing pace, there is a greater need for AI systems to work synergistically with humans. This requires AI systems to exhibit behavior that is explainable to humans. Synthesizing such behavior requires AI systems to reason not only with their own models of the task at hand, but also about the mental models of the human collaborators. Using several case-studies from our ongoing research, I will discuss how such multi-model planning forms the basis for explainable behavior.
AB - As AI technologies enter our everyday lives at an ever increasing pace, there is a greater need for AI systems to work synergistically with humans. This requires AI systems to exhibit behavior that is explainable to humans. Synthesizing such behavior requires AI systems to reason not only with their own models of the task at hand, but also about the mental models of the human collaborators. Using several case-studies from our ongoing research, I will discuss how such multi-model planning forms the basis for explainable behavior.
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M3 - Conference contribution
AN - SCOPUS:85070964914
T3 - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
SP - 1
EP - 2
BT - 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019
PB - International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
T2 - 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019
Y2 - 13 May 2019 through 17 May 2019
ER -