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Fei Xia
Research Scientist, Google DeepMind
Zweryfikowany adres z google.com - Strona główna
Tytuł
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Chain-of-thought prompting elicits reasoning in large language models
J Wei, X Wang, D Schuurmans, M Bosma, F Xia, E Chi, QV Le, D Zhou
Advances in Neural Information Processing Systems 35, 24824-24837, 2022
100662022
Do as i can, not as i say: Grounding language in robotic affordances
A Brohan, Y Chebotar, C Finn, K Hausman, A Herzog, D Ho, J Ibarz, ...
Conference on Robot Learning, 287-318, 2023
1810*2023
PaLM-E: An Embodied Multimodal Language Model
D Driess, F Xia, MSM Sajjadi, C Lynch, A Chowdhery, B Ichter, A Wahid, ...
The International Conference on Machine Learning, 2023
14582023
Gibson env: Real-world perception for embodied agents
F Xia*, AR Zamir*, Z He*, A Sax, J Malik, S Savarese
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
8922018
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
A Brohan, N Brown, J Carbajal, Y Chebotar, X Chen, K Choromanski, ...
7th Annual Conference on Robot Learning, 2023
830*2023
RT-1: Robotics Transformer for Real-World Control at Scale
A Brohan, N Brown, J Carbajal, Y Chebotar, J Dabis, C Finn, ...
Robotics: Science and Systems, 2022
8172022
Inner Monologue: Embodied Reasoning through Planning with Language Models
W Huang*, F Xia*, T Xiao*, H Chan, J Liang, P Florence, A Zeng, ...
Proceedings of The 6th Conference on Robot Learning, 1769-1782, 2022
8172022
Code as policies: Language model programs for embodied control
J Liang, W Huang, F Xia, P Xu, K Hausman, B Ichter, P Florence, A Zeng
2023 IEEE International Conference on Robotics and Automation (ICRA), 9493-9500, 2023
7592023
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
7092024
Open x-embodiment: Robotic learning datasets and rt-x models
A Padalkar, A Pooley, A Jain, A Bewley, A Herzog, A Irpan, A Khazatsky, ...
arXiv preprint arXiv:2310.08864, 2023
385*2023
ReferIt3D: Neural Listeners for Fine-Grained 3D Object Identification in Real-World Scenes
P Achlioptas, A Abdelreheem, F Xia, M Elhoseiny, L Guibas
The European Conference on Computer Vision, 2020
2742020
PoseRBPF: A rao-blackwellized particle filter for 6d object pose estimation
X Deng, A Mousavian, Y Xiang, F Xia, T Bretl, D Fox
Proceedings of Robotics: Science and Systems (RSS), 2019
264*2019
Interactive Gibson Benchmark: A Benchmark for Interactive Navigation in Cluttered Environments
F Xia, WB Shen, C Li, P Kasimbeg, ME Tchapmi, A Toshev, ...
IEEE Robotics and Automation Letters 5 (2), 713-720, 2020
2342020
Language to Rewards for Robotic Skill Synthesis
W Yu, N Gileadi, C Fu, S Kirmani, KH Lee, MG Arenas, HTL Chiang, ...
arXiv preprint arXiv:2306.08647, 2023
2312023
iGibson 2.0: Object-centric Simulation for Robot Learning of Everyday Household Tasks
C Li, F Xia, R Martín-Martín, M Lingelbach, S Srivastava, B Shen, K Vainio, ...
Proceedings of the 5th Conference on Robot Learning, PMLR 164:455-465, 2022., 2021
2082021
Open-vocabulary queryable scene representations for real world planning
B Chen, F Xia, B Ichter, K Rao, K Gopalakrishnan, MS Ryoo, A Stone, ...
2023 IEEE International Conference on Robotics and Automation (ICRA), 11509 …, 2023
1772023
Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners
AZ Ren, A Dixit, A Bodrova, S Singh, S Tu, N Brown, P Xu, L Takayama, ...
arXiv preprint arXiv:2307.01928, 2023
1732023
iGibson 1.0: A simulation environment for interactive tasks in large realistic scenes
B Shen, F Xia, C Li, R Martín-Martín, L Fan, G Wang, C Pérez-D’Arpino, ...
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
1632021
Behavior-1k: A benchmark for embodied ai with 1,000 everyday activities and realistic simulation
C Li, R Zhang, J Wong, C Gokmen, S Srivastava, R Martín-Martín, C Wang, ...
Conference on Robot Learning, 80-93, 2023
1582023
Large Language Models as General Pattern Machines
S Mirchandani, F Xia, P Florence, B Ichter, D Driess, MG Arenas, K Rao, ...
7th Annual Conference on Robot Learning, 2023
1522023
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