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Learning Visual Robotic Control Efficiently with Contrastive
  Pre-training and Data Augmentation
v1v2v3 (latest)

Learning Visual Robotic Control Efficiently with Contrastive Pre-training and Data Augmentation

IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020
14 December 2020
Albert Zhan
Philip Zhao
Lerrel Pinto
Pieter Abbeel
Michael Laskin
    SSLDRL
ArXiv (abs)PDFHTML

Papers citing "Learning Visual Robotic Control Efficiently with Contrastive Pre-training and Data Augmentation"

18 / 18 papers shown
$\mathbf{M^3A}$ Policy: Mutable Material Manipulation Augmentation Policy through Photometric Re-rendering
M3A\mathbf{M^3A}M3A Policy: Mutable Material Manipulation Augmentation Policy through Photometric Re-rendering
Jiayi Li
Yuxuan Hu
Haoran Geng
Xiangyu Chen
Chuhao Zhou
Ziteng Cui
Jianfei Yang
VGen
134
0
0
01 Dec 2025
Reinforcement Learning for Robotic Insertion of Flexible Cables in Industrial Settings
Reinforcement Learning for Robotic Insertion of Flexible Cables in Industrial Settings
Jeongwoo Park
Seabin Lee
Changmin Park
Wonjong Lee
Changjoo Nam
148
0
0
17 Sep 2025
Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision
Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision
Yuping He
Yifei Huang
Guo Chen
Lidong Lu
Baoqi Pei
Jilan Xu
Tong Lu
Yoichi Sato
EgoV
553
4
0
06 Jun 2025
Multi-Stage Manipulation with Demonstration-Augmented Reward, Policy, and World Model Learning
Multi-Stage Manipulation with Demonstration-Augmented Reward, Policy, and World Model Learning
Adrià López Escoriza
Nicklas Hansen
Stone Tao
Tongzhou Mu
H. Su
OffRL
388
5
0
03 Mar 2025
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping
Jun Yamada
Alexander L. Mitchell
Jack Collins
Ingmar Posner
OffRL
446
2
0
17 Feb 2025
Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder
Efficient Reinforcement Learning Through Adaptively Pretrained Visual EncoderAAAI Conference on Artificial Intelligence (AAAI), 2025
Yuhan Zhang
Guoqing Ma
Guangfu Hao
Liangxuan Guo
Yang Chen
S. Yu
OnRL
438
3
0
08 Feb 2025
Robotic-CLIP: Fine-tuning CLIP on Action Data for Robotic Applications
Robotic-CLIP: Fine-tuning CLIP on Action Data for Robotic ApplicationsIEEE International Conference on Robotics and Automation (ICRA), 2024
Nghia Nguyen
Minh Nhat Vu
Tung D. Ta
Baoru Huang
T. Vo
Ngan Le
Anh Nguyen
VLMCLIP
251
10
0
26 Sep 2024
Multimodal Diffusion Transformer: Learning Versatile Behavior from
  Multimodal Goals
Multimodal Diffusion Transformer: Learning Versatile Behavior from Multimodal Goals
Moritz Reuss
Ömer Erdinç Yagmurlu
Fabian Wenzel
Rudolf Lioutikov
OffRL
363
135
0
08 Jul 2024
Multi-Agent Transfer Learning via Temporal Contrastive Learning
Multi-Agent Transfer Learning via Temporal Contrastive Learning
Weihao Zeng
Joseph Campbell
Simon Stepputtis
Katia Sycara
OffRL
290
2
0
03 Jun 2024
Part-Guided 3D RL for Sim2Real Articulated Object Manipulation
Part-Guided 3D RL for Sim2Real Articulated Object Manipulation
Pengwei Xie
Rui Chen
Siang Chen
Yuzhe Qin
Fanbo Xiang
Tianyu Sun
Jing Xu
Guijin Wang
Haoran Su
305
15
0
26 Apr 2024
Imitation Bootstrapped Reinforcement Learning
Imitation Bootstrapped Reinforcement Learning
Hengyuan Hu
Suvir Mirchandani
Dorsa Sadigh
542
57
0
03 Nov 2023
The Power of the Senses: Generalizable Manipulation from Vision and
  Touch through Masked Multimodal Learning
The Power of the Senses: Generalizable Manipulation from Vision and Touch through Masked Multimodal LearningIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Carmelo Sferrazza
Younggyo Seo
Hao Liu
Youngwoon Lee
Pieter Abbeel
354
30
0
02 Nov 2023
Contrastive Learning for Enhancing Robust Scene Transfer in Vision-based
  Agile Flight
Contrastive Learning for Enhancing Robust Scene Transfer in Vision-based Agile FlightIEEE International Conference on Robotics and Automation (ICRA), 2023
Jiaxu Xing
L. Bauersfeld
Yunlong Song
Chunwei Xing
Davide Scaramuzza
482
23
0
18 Sep 2023
Robot Learning with Sensorimotor Pre-training
Robot Learning with Sensorimotor Pre-trainingConference on Robot Learning (CoRL), 2023
Ilija Radosavovic
Baifeng Shi
Letian Fu
Ken Goldberg
Trevor Darrell
Jitendra Malik
SSLLM&Ro
311
74
0
16 Jun 2023
Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at
  100k Steps-Per-Second
Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-Per-SecondComputer Vision and Pattern Recognition (CVPR), 2023
Vincent-Pierre Berges
Andrew Szot
Devendra Singh Chaplot
Aaron Gokaslan
Roozbeh Mottaghi
Dhruv Batra
Eric Undersander
LRMLM&Ro
294
7
0
13 Jun 2023
Boosting Reinforcement Learning and Planning with Demonstrations: A
  Survey
Boosting Reinforcement Learning and Planning with Demonstrations: A Survey
Tongzhou Mu
H. Su
OffRL
451
1
0
23 Mar 2023
Learning Sparse Control Tasks from Pixels by Latent
  Nearest-Neighbor-Guided Explorations
Learning Sparse Control Tasks from Pixels by Latent Nearest-Neighbor-Guided Explorations
Ruihan Zhao
Ufuk Topcu
Sandeep Chinchali
Mariano Phielipp
166
4
0
28 Feb 2023
SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning
SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement LearningInternational Conference on Machine Learning (ICML), 2023
D. Shim
Seungjae Lee
H. J. Kim
435
22
0
27 Jan 2023
1
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