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QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic
  Manipulation
v1v2v3 (latest)

QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation

Conference on Robot Learning (CoRL), 2018
27 June 2018
Dmitry Kalashnikov
A. Irpan
P. Pastor
Julian Ibarz
Alexander Herzog
Eric Jang
Deirdre Quillen
E. Holly
Mrinal Kalakrishnan
Vincent Vanhoucke
Sergey Levine
ArXiv (abs)PDFHTML

Papers citing "QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation"

50 / 941 papers shown
Train Once, Deploy Anywhere: Realize Data-Efficient Dynamic Object Manipulation
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Zhuoling Li
Xiaoyang Wu
Zhenhua Xu
Hengshuang Zhao
109
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0
19 Aug 2025
Multi-Group Equivariant Augmentation for Reinforcement Learning in Robot Manipulation
Multi-Group Equivariant Augmentation for Reinforcement Learning in Robot Manipulation
Hongbin Lin
Juan Rojas
K. W. S. Au
163
1
0
15 Aug 2025
Actor-Critic for Continuous Action Chunks: A Reinforcement Learning Framework for Long-Horizon Robotic Manipulation with Sparse Reward
Actor-Critic for Continuous Action Chunks: A Reinforcement Learning Framework for Long-Horizon Robotic Manipulation with Sparse Reward
Jiarui Yang
B. Zhu
Yue Yu
Yu Jiang
OffRL
84
1
0
15 Aug 2025
Visuomotor Grasping with World Models for Surgical Robots
Visuomotor Grasping with World Models for Surgical Robots
Hongbin Lin
Bin Li
K. W. S. Au
156
1
0
15 Aug 2025
Integrating Reinforcement Learning with Visual Generative Models: Foundations and Advances
Integrating Reinforcement Learning with Visual Generative Models: Foundations and Advances
Yuanzhi Liang
Yijie Fang
Rui Li
Ziqi Ni
Ruijie Su
Chi Zhang
Xuelong Li
EGVM
307
2
0
14 Aug 2025
Goal Discovery with Causal Capacity for Efficient Reinforcement Learning
Goal Discovery with Causal Capacity for Efficient Reinforcement Learning
Yan Yu
Yaodong Yang
Zhengbo Lu
Chengdong Ma
Wengang Zhou
Houqiang Li
CML
136
0
0
13 Aug 2025
Learning Generalizable and Efficient Image Watermarking via Hierarchical Two-Stage Optimization
Learning Generalizable and Efficient Image Watermarking via Hierarchical Two-Stage Optimization
Ke Liu
Xuanhan Wang
Qilong Zhang
Lianli Gao
Jingkuan Song
141
0
0
12 Aug 2025
Information-Theoretic Graph Fusion with Vision-Language-Action Model for Policy Reasoning and Dual Robotic Control
Information-Theoretic Graph Fusion with Vision-Language-Action Model for Policy Reasoning and Dual Robotic Control
Shunlei Li
Longsen Gao
Jin Wang
Chang Che
Xi Xiao
Jiuwen Cao
Yingbai Hu
Hamid Reza Karimi
113
2
0
07 Aug 2025
GACL: Grounded Adaptive Curriculum Learning with Active Task and Performance Monitoring
GACL: Grounded Adaptive Curriculum Learning with Active Task and Performance Monitoring
Linji Wang
Zifan Xu
Peter Stone
Xuesu Xiao
140
0
0
05 Aug 2025
Physics-informed Neural Time Fields for Prehensile Object Manipulation
Physics-informed Neural Time Fields for Prehensile Object Manipulation
Hanwen Ren
Ruiqi Ni
A. H. Qureshi
179
0
0
05 Aug 2025
Scaling DRL for Decision Making: A Survey on Data, Network, and Training Budget Strategies
Scaling DRL for Decision Making: A Survey on Data, Network, and Training Budget Strategies
Yi Ma
Hongyao Tang
Chenjun Xiao
Yaodong Yang
Wei Wei
Jianye Hao
Jiye Liang
OffRL
177
0
0
05 Aug 2025
ROVER: Recursive Reasoning Over Videos with Vision-Language Models for Embodied Tasks
ROVER: Recursive Reasoning Over Videos with Vision-Language Models for Embodied Tasks
Philip Schroeder
Ondrej Biza
Thomas Weng
Hongyin Luo
James Glass
LM&RoLRM
169
0
0
03 Aug 2025
villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models
villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models
Xiaoyu Chen
Hangxing Wei
Pushi Zhang
Chuheng Zhang
Kaixin Wang
...
Yucen Wang
Xinquan Xiao
Li Zhao
Jianyu Chen
Jiang Bian
LM&Ro
362
15
0
31 Jul 2025
Policy Learning from Large Vision-Language Model Feedback without Reward Modeling
Policy Learning from Large Vision-Language Model Feedback without Reward Modeling
Tung M. Luu
Donghoon Lee
Younghwan Lee
Chang D. Yoo
OffRL
174
1
0
31 Jul 2025
Reinforcement Learning via Conservative Agent for Environments with Random Delays
Reinforcement Learning via Conservative Agent for Environments with Random Delays
Jongsoo Lee
Jangwon Kim
Jiseok Jeong
Soohee Han
127
0
0
25 Jul 2025
CronusVLA: Towards Efficient and Robust Manipulation via Multi-Frame Vision-Language-Action Modeling
CronusVLA: Towards Efficient and Robust Manipulation via Multi-Frame Vision-Language-Action Modeling
Hao Li
Shuai Yang
Yilun Chen
Xinyi Chen
Xiaoda Yang
...
Hanqing Wang
Tai Wang
Dahua Lin
Feng Zhao
Jiangmiao Pang
200
6
0
24 Jun 2025
KARL: Kalman-Filter Assisted Reinforcement Learner for Dynamic Object Tracking and Grasping
KARL: Kalman-Filter Assisted Reinforcement Learner for Dynamic Object Tracking and Grasping
Kowndinya Boyalakuntla
Abdeslam Boularias
Jingjin Yu
205
0
0
19 Jun 2025
Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models
Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models
Tung M. Luu
Younghwan Lee
Donghoon Lee
Sunho Kim
Min Jun Kim
Chang D. Yoo
ALMVLM
199
6
0
15 Jun 2025
Goal-based Self-Adaptive Generative Adversarial Imitation Learning (Goal-SAGAIL) for Multi-goal Robotic Manipulation Tasks
Goal-based Self-Adaptive Generative Adversarial Imitation Learning (Goal-SAGAIL) for Multi-goal Robotic Manipulation Tasks
Yingyi Kuang
Luis J. Manso
George Vogiatzis
117
0
0
15 Jun 2025
Ghost Policies: A New Paradigm for Understanding and Learning from Failure in Deep Reinforcement Learning
Ghost Policies: A New Paradigm for Understanding and Learning from Failure in Deep Reinforcement Learning
Xabier Olaz
122
0
0
14 Jun 2025
Constrained Diffusion Models for Synthesizing Representative Power Flow Datasets
Constrained Diffusion Models for Synthesizing Representative Power Flow Datasets
Milad Hoseinpour
Vladimir Dvorkin
DiffMMedIm
243
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12 Jun 2025
Provable Sim-to-Real Transfer via Offline Domain Randomization
Provable Sim-to-Real Transfer via Offline Domain Randomization
Arnaud Fickinger
Abderrahim Bendahi
Stuart J. Russell
OffRL
254
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11 Jun 2025
Modular Recurrence in Contextual MDPs for Universal Morphology Control
Laurens Engwegen
Daan Brinks
Wendelin Bohmer
272
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0
10 Jun 2025
Gradual Transition from Bellman Optimality Operator to Bellman Operator in Online Reinforcement Learning
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Motoki Omura
Kazuki Ota
Takayuki Osa
Yusuke Mukuta
Tatsuya Harada
OffRL
298
0
0
06 Jun 2025
Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions
Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual DistractionsAAAI Conference on Artificial Intelligence (AAAI), 2023
Jeongsoo Ha
Kyungsoo Kim
Yusung Kim
OffRLVLM
177
10
0
05 Jun 2025
Horizon Reduction Makes RL Scalable
Horizon Reduction Makes RL Scalable
Seohong Park
Kevin Frans
Deepinder Mann
Benjamin Eysenbach
Aviral Kumar
Sergey Levine
OffRL
622
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0
04 Jun 2025
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries
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Ni Mu
Hao Hu
Xiao Hu
Yiqin Yang
Bo Xu
Qing-Shan Jia
348
3
0
31 May 2025
STITCH-OPE: Trajectory Stitching with Guided Diffusion for Off-Policy Evaluation
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Hossein Goli
Michael Gimelfarb
Nathan Samuel de Lara
Haruki Nishimura
Masha Itkina
Florian Shkurti
OffRL
255
1
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27 May 2025
Designing Pin-pression Gripper and Learning its Dexterous Grasping with Online In-hand Adjustment
Designing Pin-pression Gripper and Learning its Dexterous Grasping with Online In-hand AdjustmentACM Transactions on Graphics (TOG), 2025
Hewen Xiao
Xiuping Liu
Hang Zhao
Jian Liu
K. Xu
OnRL
433
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25 May 2025
VLA-RL: Towards Masterful and General Robotic Manipulation with Scalable Reinforcement Learning
VLA-RL: Towards Masterful and General Robotic Manipulation with Scalable Reinforcement Learning
Guanxing Lu
Wenkai Guo
Chubin Zhang
Yuheng Zhou
Haonan Jiang
Zifeng Gao
Yansong Tang
Ziwei Wang
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403
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3D Equivariant Visuomotor Policy Learning via Spherical Projection
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Boce Hu
Dian Wang
David Klee
Heng Tian
Xupeng Zhu
Haojie Huang
Robert Platt
Robin Walters
377
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0
22 May 2025
Robo-DM: Data Management For Large Robot Datasets
Robo-DM: Data Management For Large Robot DatasetsIEEE International Conference on Robotics and Automation (ICRA), 2025
Kaiyuan Chen
Letian Fu
David Huang
Yanxiang Zhang
Lawrence Yunliang Chen
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Ashwin Balakrishna
Ted Xiao
Pannag R Sanketi
John Kubiatowicz
Ken Goldberg
189
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When to retrain a machine learning model
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Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation
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Tung M. Luu
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Chang D. Yoo
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David Snyder
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Yanting Yang
Jisong Cai
Shenyuan Gao
Guanghui Ren
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Ping Luo
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Taming OOD Actions for Offline Reinforcement Learning: An Advantage-Based Approach
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Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation
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PIN-WM: Learning Physics-INformed World Models for Non-Prehensile Manipulation
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VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning
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Bridging Deep Reinforcement Learning and Motion Planning for Model-Free Navigation in Cluttered Environments
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