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"

15 / 15 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 49 1 0 27 Aug 2024
Predicting Routine Object Usage for Proactive Robot Assistance Maithili Patel Aswin Prakash Sonia Chernova AI4TS 29 8 0 12 Sep 2023
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 25 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 31 52 0 18 Jul 2023
Latent Space Planning for Multi-Object Manipulation with Environment-Aware Relational Classifiers Yixuan Huang Nichols Crawford Taylor Adam Conkey Weiyu Liu Tucker Hermans 30 7 0 18 May 2023
LEAGUE: Guided Skill Learning and Abstraction for Long-Horizon Manipulation Shuo Cheng Danfei Xu 46 37 0 23 Oct 2022
DANLI: Deliberative Agent for Following Natural Language Instructions Yichi Zhang Jianing Yang Jiayi Pan Shane Storks N. Devraj Ziqiao Ma Keunwoo Peter Yu Yuwei Bao J. Chai LM&Ro 48 16 0 22 Oct 2022
Learning Neuro-Symbolic Skills for Bilevel Planning Tom Silver Ashay Athalye J. Tenenbaum Tomas Lozano-Perez L. Kaelbling 27 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 161 218 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 61 31 0 17 Sep 2021
SORNet: Spatial Object-Centric Representations for Sequential Manipulation Wentao Yuan Chris Paxton Karthik Desingh D. Fox 3DPC 141 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 136 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 141 156 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 160 58 0 30 Dec 2020
Transferable Task Execution from Pixels through Deep Planning Domain Learning Kei Kase Chris Paxton H. Mazhar T. Ogata D. Fox 139 45 0 08 Mar 2020