Bidirectional chain-of-thought for zero-shot object navigation

Haonan LUO; Sijia LI; Yijie ZENG; Zihang WANG; Botao JIANG; Xiruo JIANG

doi:10.1007/s11704-025-41283-7

Front. Comput. Sci. ›› 2026, Vol. 20 ›› Issue (1) : 2001317 DOI: 10.1007/s11704-025-41283-7

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Bidirectional chain-of-thought for zero-shot object navigation

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Haonan LUO, Sijia LI, Yijie ZENG, Zihang WANG, Botao JIANG, Xiruo JIANG. Bidirectional chain-of-thought for zero-shot object navigation. Front. Comput. Sci., 2026, 20(1): 2001317 DOI:10.1007/s11704-025-41283-7

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References

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[1]	Gireesh N, Kiran D A S, Banerjee S, Sridharan M, Bhowmick B, Krishna M. Object goal navigation using data regularized q-learning. In: Proceedings of the 18th IEEE International Conference on Automation Science and Engineering (CASE). 2022, 1092−1097

[2]	Gadre S Y, Wortsman M, Ilharco G, Schmidt L, Song S. Cows on pasture: Baselines and benchmarks for language-driven zero-shot object navigation. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2023, 23171−23181

[3]	Majumdar A, Aggarwal G, Devnani B, Hoffman J, Batra D. ZSON: Zero-shot object-goal navigation using multimodal goal embeddings. In: Proceedings of the 36th International Conference on Neural Information Processing Systems. 2022, 2343

[4]	Zhou K, Zheng K, Pryor C, Shen Y, Jin H, Getoor L, Wang X E. ESC: Exploration with soft commonsense constraints for zero-shot object navigation. In: Proceedings of the 40th International Conference on Machine Learning. 2023, 1806

[5]	Chang A, Dai A, Funkhouser T, Halber M, Niebner M, Savva M, Song S, Zeng A, Zhang Y. Matterport3D: learning from RGB-D data in indoor environments. In: Proceedings of 2017 International Conference on 3D Vision (3DV). 2017, 667−676

[6]

Ramakrishnan S K, Gokaslan A, Wijmans E, Maksymets O, Clegg A, Turner J, Undersander E, Galuba W, Westbury A, Chang A X, Savva M, Zhao Y, Batra D. Habitat-matterport 3D dataset (HM3D): 1000 large-scale 3D environments for embodied AI. In: Proceedings of the 35th Conference on Neural Information Processing Systems Track on Datasets and Benchmarks. 2021

[7]	Ramakrishnan S K, Chaplot D S, Al-Halah Z, Malik J, Grauman K. PONI: Potential functions for ObjectGoal navigation with interaction-free learning. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022, 18868−18878

[8]	Ramrakhya R, Batra D, Wijmans E, Das A. PIRLNav: Pretraining with imitation and RL finetuning for OBJECTNAV. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2023, 17896−17906