Differentiable Spatial Planning using Transformers

2 December 2021

Papers citing "Differentiable Spatial Planning using Transformers"

11 / 11 papers shown

Title
Physics-informed Temporal Difference Metric Learning for Robot Motion Planning Ruiqi Ni Zherong Pan A. H. Qureshi SSL 39 0 0 09 May 2025
Generalizable Motion Planning via Operator Learning Sharath Matada Luke Bhan Yuanyuan Shi Nikolay Atanasov 31 0 0 23 Oct 2024
Learning Active Camera for Multi-Object Navigation Peihao Chen Dongyu Ji Kun-Li Channing Lin Weiwen Hu Wenbing Huang Thomas H. Li Ming Tan Chuang Gan 30 24 0 14 Oct 2022
PACT: Perception-Action Causal Transformer for Autoregressive Robotics Pre-Training Rogerio Bonatti Sai H. Vemprala Shuang Ma Felipe Vieira Frujeri Shuhang Chen Ashish Kapoor 33 22 0 22 Sep 2022
D2CoPlan: A Differentiable Decentralized Planner for Multi-Robot Coverage V. Sharma Lifeng Zhou Pratap Tokekar 50 8 0 19 Sep 2022
Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation Mohit Shridhar Lucas Manuelli D. Fox LM&Ro 161 457 0 12 Sep 2022
[Re] Differentiable Spatial Planning using Transformers R. Ranjan Himadri Bhakta Animesh Jha Parv Maheshwari Debashish Chakravarty 18 0 0 19 Aug 2022
Transformers are Adaptable Task Planners Vidhi Jain Yixin Lin Eric Undersander Yonatan Bisk Akshara Rai 25 24 0 06 Jul 2022
Integrating Symmetry into Differentiable Planning with Steerable Convolutions Linfeng Zhao Xu Zhu Lingzhi Kong Robin G. Walters Lawson L. S. Wong 20 7 0 08 Jun 2022
Learning to Act with Affordance-Aware Multimodal Neural SLAM Zhiwei Jia Kaixiang Lin Yizhou Zhao Qiaozi Gao Govind Thattai Gaurav Sukhatme LM&Ro 31 15 0 24 Jan 2022
Neural Enhanced Belief Propagation on Factor Graphs Victor Garcia Satorras Max Welling 27 95 0 04 Mar 2020