Can Foundation Models Perform Zero-Shot Task Specification For Robot
Manipulation?

Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation?

23 April 2022

Yuchen Cui

Vikash Kumar

Aravind Rajeswaran

Papers citing "Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation?"

8 / 8 papers shown

Title
Chain-of-Modality: Learning Manipulation Programs from Multimodal Human Videos with Vision-Language-Models Chen Wang Fei Xia Wenhao Yu Tingnan Zhang Ruohan Zhang Ce Liu Li Fei-Fei Jie Tan Jacky Liang 31 0 0 17 Apr 2025
Temporal Representation Alignment: Successor Features Enable Emergent Compositionality in Robot Instruction Following Vivek Myers Bill Chunyuan Zheng Anca Dragan Kuan Fang Sergey Levine 60 0 0 08 Feb 2025
Unpacking Failure Modes of Generative Policies: Runtime Monitoring of Consistency and Progress Christopher Agia Rohan Sinha Jingyun Yang Zi-ang Cao Rika Antonova Marco Pavone Jeannette Bohg 26 6 0 06 Oct 2024
Vision-Language Models as a Source of Rewards Kate Baumli Satinder Baveja Feryal M. P. Behbahani Harris Chan Gheorghe Comanici ... Yannick Schroecker Stephen Spencer Richie Steigerwald Luyu Wang Lei Zhang VLM LRM 32 26 0 14 Dec 2023
OceanChat: Piloting Autonomous Underwater Vehicles in Natural Language Jia Huang Mengxue Hou Junkai Wang Fumin Zhang 22 5 0 27 Sep 2023
Language Reward Modulation for Pretraining Reinforcement Learning Ademi Adeniji Amber Xie Carmelo Sferrazza Younggyo Seo Stephen James Pieter Abbeel 32 26 0 23 Aug 2023
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 214 607 0 13 Oct 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 329 1,944 0 04 May 2020