Sam Gershman*, Tobias Gerstenberg*, Chris Baker, Fiery Cushman: PLoS ONE #planning, #theory of mind, #habit
@article{SamGershman*:2016:ce34e,
author = {Sam Gershman* and Tobias Gerstenberg* and Chris Baker and Fiery Cushman},
journal = {PLoS ONE},
title = {Plans, habits, and theory of mind},
year = {2016},
keywords = {planning, theory of mind, habit},
doi = {},
url = {http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0162246}
}
Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints (pdf) (bibtex)
Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussant, Joshua B. Tenenbaum: Proceedings of the 39th Annual Conference of the Cognitive Science Society #planning, #problem solving, #logic-geometric programming, #intuitive physics, #scene understanding
@article{IlkerYildirim:2017:b8461,
author = {Ilker Yildirim and Tobias Gerstenberg and Basil Saeed and Marc Toussant and Joshua B. Tenenbaum},
journal = {Proceedings of the 39th Annual Conference of the Cognitive Science Society},
title = {Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints},
year = {2017},
keywords = {planning, problem solving, logic-geometric programming, intuitive physics, scene understanding},
doi = {},
url = {http://web.mit.edu/tger/www/papers/Physical%20problem%20solving%20Joint%20planning%20with%20symbolic,%20geometric,%20and%20dynamic%20constraints,%20Yildirim%20et%20al.,%202017.pdf}
}
Reasoning About Physical Interactions with Object-Oriented Prediction and Planning (web) (bibtex)
Michael Janner, Sergey Levine, William T. Freeman, Joshua B. Tenenbaum, Chelsea Finn, Jiajun Wu: International Conference on Learning Representations (ICLR) #computer vision, #dynamics prediction, #planning
@article{MichaelJanner:2019:572c1,
author = {Michael Janner and Sergey Levine and William T. Freeman and Joshua B. Tenenbaum and Chelsea Finn and Jiajun Wu},
journal = {International Conference on Learning Representations (ICLR)},
title = {Reasoning About Physical Interactions with Object-Oriented Prediction and Planning},
year = {2019},
keywords = {computer vision, dynamics prediction, planning},
doi = {},
url = {https://people.eecs.berkeley.edu/~janner/o2p2/}
}
Map Induction: Compositional spatial submap learning for efficient exploration in novel environments (web) (bibtex)
Sugandha Sharma, Aidan Curtis, Marta Kryven, Josh Tenenbaum, Ila Fiete: 10th International Conference on Learning Representations (ICLR) #hierarchical bayesian framework, #program induction, #spatial navigation, #planning, #exploration, #map/structure learning
@article{SugandhaSharma:2022:dbda9,
author = {Sugandha Sharma and Aidan Curtis and Marta Kryven and Josh Tenenbaum and Ila Fiete},
journal = {10th International Conference on Learning Representations (ICLR)},
title = {Map Induction: Compositional spatial submap learning for efficient exploration in novel environments },
year = {2022},
keywords = {hierarchical bayesian framework, program induction, spatial navigation, planning, exploration, map/structure learning},
doi = {},
url = {https://openreview.net/pdf?id=1NUsBU-7HAL}
}