Generalizable Task Planning through Representation Pretraining

Generalizable Task Planning through Representation Pretraining

16 May 2022

Li Fei-Fei

Papers citing "Generalizable Task Planning through Representation Pretraining"

11 / 11 papers shown

Title
Points2Plans: From Point Clouds to Long-Horizon Plans with Composable Relational Dynamics Yixuan Huang Christopher Agia Jimmy Wu Tucker Hermans Jeannette Bohg 3DPC 34 1 0 27 Aug 2024
Object-centric Representations for Interactive Online Learning with Non-Parametric Methods Nikhil Shinde Jacob J. Johnson Sylvia L. Herbert Michael C. Yip LM&Ro OffRL 12 1 0 19 Jul 2023
Multi-Stage Cable Routing through Hierarchical Imitation Learning Jianlan Luo Charles Xu Xinyang Geng Gilbert Feng Kuan Fang L. Tan S. Schaal Sergey Levine 16 52 0 18 Jul 2023
Learning Neuro-Symbolic Skills for Bilevel Planning Tom Silver Ashay Athalye J. Tenenbaum Tomas Lozano-Perez L. Kaelbling 16 59 0 21 Jun 2022
Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets F. Ebert Yanlai Yang Karl Schmeckpeper Bernadette Bucher G. Georgakis Kostas Daniilidis Chelsea Finn Sergey Levine 147 212 0 27 Sep 2021
Search-Based Task Planning with Learned Skill Effect Models for Lifelong Robotic Manipulation Jacky Liang Mohit Sharma A. LaGrassa Shivam Vats Saumya Saxena Oliver Kroemer 51 31 0 17 Sep 2021
SORNet: Spatial Object-Centric Representations for Sequential Manipulation Wentao Yuan Chris Paxton Karthik Desingh D. Fox 3DPC 137 72 0 08 Sep 2021
Long-Horizon Manipulation of Unknown Objects via Task and Motion Planning with Estimated Affordances Aidan Curtis Xiaolin Fang L. Kaelbling Tomás Lozano-Pérez Caelan Reed Garrett 128 63 0 09 Aug 2021
BEHAVIOR: Benchmark for Everyday Household Activities in Virtual, Interactive, and Ecological Environments S. Srivastava Chengshu Li Michael Lingelbach Roberto Martín-Martín Fei Xia ... C. Karen Liu Silvio Savarese H. Gweon Jiajun Wu Li Fei-Fei LM&Ro 127 117 0 06 Aug 2021
Model-Based Visual Planning with Self-Supervised Functional Distances Stephen Tian Suraj Nair F. Ebert Sudeep Dasari Benjamin Eysenbach Chelsea Finn Sergey Levine SSL OffRL 147 57 0 30 Dec 2020
Transferable Task Execution from Pixels through Deep Planning Domain Learning Kei Kase Chris Paxton H. Mazhar T. Ogata D. Fox 133 45 0 08 Mar 2020