Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search

Zijian Song, Xiaoxin Lin, Tao Pu 0002, Zhenlong Yuan, Guangrun Wang, Liang Lin. Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 17724-17732, AAAI Press, 2026. [doi]

Authors

Zijian Song

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Xiaoxin Lin

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Tao Pu 0002

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Zhenlong Yuan

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Guangrun Wang

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Liang Lin

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