Learning Bimanual Manipulation via Action Chunking and Inter-Arm Coordination with Transformers
Fuente:
arXiv
Saved in:
| Main Authors: | Motoda, Tomohiro, Hanai, Ryo, Nakajo, Ryoichi, Murooka, Masaki, Erich, Floris, Domae, Yukiyasu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Self-Augmented Robot Trajectory: Efficient Imitation Learning via Safe Self-augmentation with Demonstrator-annotated Precision
by: Oh, Hanbit, et al.
Published: (2025)
by: Oh, Hanbit, et al.
Published: (2025)
Visual Prompting for Robotic Manipulation with Annotation-Guided Pick-and-Place Using ACT
by: Muttaqien, Muhammad A., et al.
Published: (2025)
by: Muttaqien, Muhammad A., et al.
Published: (2025)
Attention-Guided Integration of CLIP and SAM for Precise Object Masking in Robotic Manipulation
by: Muttaqien, Muhammad A., et al.
Published: (2025)
by: Muttaqien, Muhammad A., et al.
Published: (2025)
Visual Imitation Learning of Non-Prehensile Manipulation Tasks with Dynamics-Supervised Models
by: Mustafa, Abdullah, et al.
Published: (2024)
by: Mustafa, Abdullah, et al.
Published: (2024)
RoboManipBaselines: A Unified Framework for Imitation Learning in Robotic Manipulation across Real and Simulation Environments
by: Murooka, Masaki, et al.
Published: (2025)
by: Murooka, Masaki, et al.
Published: (2025)
SuctionPrompt: Visual-assisted Robotic Picking with a Suction Cup Using Vision-Language Models and Facile Hardware Design
by: Motoda, Tomohiro, et al.
Published: (2024)
by: Motoda, Tomohiro, et al.
Published: (2024)
A Flexible Field-Based Policy Learning Framework for Diverse Robotic Systems and Sensors
by: Carreon, Jose Gustavo Buenaventura, et al.
Published: (2025)
by: Carreon, Jose Gustavo Buenaventura, et al.
Published: (2025)
InterACT: Inter-dependency Aware Action Chunking with Hierarchical Attention Transformers for Bimanual Manipulation
by: Lee, Andrew, et al.
Published: (2024)
by: Lee, Andrew, et al.
Published: (2024)
NeuralLabeling: A versatile toolset for labeling vision datasets using Neural Radiance Fields
by: Erich, Floris, et al.
Published: (2023)
by: Erich, Floris, et al.
Published: (2023)
NeuralMeshing: Complete Object Mesh Extraction from Casual Captures
by: Erich, Floris, et al.
Published: (2025)
by: Erich, Floris, et al.
Published: (2025)
Learning Coordinated Bimanual Manipulation Policies using State Diffusion and Inverse Dynamics Models
by: Chen, Haonan, et al.
Published: (2025)
by: Chen, Haonan, et al.
Published: (2025)
AnyBimanual: Transferring Unimanual Policy for General Bimanual Manipulation
by: Lu, Guanxing, et al.
Published: (2024)
by: Lu, Guanxing, et al.
Published: (2024)
Bi-LAT: Bilateral Control-Based Imitation Learning via Natural Language and Action Chunking with Transformers
by: Kobayashi, Takumi, et al.
Published: (2025)
by: Kobayashi, Takumi, et al.
Published: (2025)
Prompt-to-Product: Generative Assembly via Bimanual Manipulation
by: Liu, Ruixuan, et al.
Published: (2025)
by: Liu, Ruixuan, et al.
Published: (2025)
Action Chunking with Transformers for Image-Based Spacecraft Guidance and Control
by: Posadas-Nava, Alejandro, et al.
Published: (2025)
by: Posadas-Nava, Alejandro, et al.
Published: (2025)
SafeBimanual: Diffusion-based Trajectory Optimization for Safe Bimanual Manipulation
by: Deng, Haoyuan, et al.
Published: (2025)
by: Deng, Haoyuan, et al.
Published: (2025)
Reinforcement Learning with Action Chunking
by: Li, Qiyang, et al.
Published: (2025)
by: Li, Qiyang, et al.
Published: (2025)
Learning Native Continuation for Action Chunking Flow Policies
by: Liu, Yufeng, et al.
Published: (2026)
by: Liu, Yufeng, et al.
Published: (2026)
Actor-Critic for Continuous Action Chunks: A Reinforcement Learning Framework for Long-Horizon Robotic Manipulation with Sparse Reward
by: Yang, Jiarui, et al.
Published: (2025)
by: Yang, Jiarui, et al.
Published: (2025)
Motion Priority Optimization Framework towards Automated and Teleoperated Robot Cooperation in Industrial Recovery Scenarios
by: Itadera, Shunki, et al.
Published: (2023)
by: Itadera, Shunki, et al.
Published: (2023)
CUBic: Coordinated Unified Bimanual Perception and Control Framework
by: Wang, Xingyu, et al.
Published: (2026)
by: Wang, Xingyu, et al.
Published: (2026)
DECO: Decoupled Multimodal Diffusion Transformer for Bimanual Dexterous Manipulation with a Plugin Tactile Adapter
by: Li, Xukun, et al.
Published: (2026)
by: Li, Xukun, et al.
Published: (2026)
HumanoidGen: Data Generation for Bimanual Dexterous Manipulation via LLM Reasoning
by: Jing, Zhi, et al.
Published: (2025)
by: Jing, Zhi, et al.
Published: (2025)
Implicit Action Chunking for Smooth Continuous Control
by: Liang, Bosun, et al.
Published: (2026)
by: Liang, Bosun, et al.
Published: (2026)
Learning Sim-Grounded Policies for Bimanual Rope Manipulation from Human Teleoperation Data
by: Wigginghaus, Gina, et al.
Published: (2026)
by: Wigginghaus, Gina, et al.
Published: (2026)
Foundational World Models Accurately Detect Bimanual Manipulator Failures
by: Ward, Isaac R., et al.
Published: (2026)
by: Ward, Isaac R., et al.
Published: (2026)
Benchmarking Generalizable Bimanual Manipulation: RoboTwin Dual-Arm Collaboration Challenge at CVPR 2025 MEIS Workshop
by: Chen, Tianxing, et al.
Published: (2025)
by: Chen, Tianxing, et al.
Published: (2025)
PEAfowl: Perception-Enhanced Multi-View Vision-Language-Action for Bimanual Manipulation
by: Fan, Qingyu, et al.
Published: (2026)
by: Fan, Qingyu, et al.
Published: (2026)
Training-Time Action Conditioning for Efficient Real-Time Chunking
by: Black, Kevin, et al.
Published: (2025)
by: Black, Kevin, et al.
Published: (2025)
DeformerNet: Learning Bimanual Manipulation of 3D Deformable Objects
by: Thach, Bao, et al.
Published: (2023)
by: Thach, Bao, et al.
Published: (2023)
ManiGaussian++: General Robotic Bimanual Manipulation with Hierarchical Gaussian World Model
by: Yu, Tengbo, et al.
Published: (2025)
by: Yu, Tengbo, et al.
Published: (2025)
ExACT: An End-to-End Autonomous Excavator System Using Action Chunking With Transformers
by: Chen, Liangliang, et al.
Published: (2024)
by: Chen, Liangliang, et al.
Published: (2024)
DexMachina: Functional Retargeting for Bimanual Dexterous Manipulation
by: Mandi, Zhao, et al.
Published: (2025)
by: Mandi, Zhao, et al.
Published: (2025)
AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation
by: Chen, Sixiang, et al.
Published: (2025)
by: Chen, Sixiang, et al.
Published: (2025)
Mixture of Horizons in Action Chunking
by: Jing, Dong, et al.
Published: (2025)
by: Jing, Dong, et al.
Published: (2025)
Bidirectional Decoding: Improving Action Chunking via Guided Test-Time Sampling
by: Liu, Yuejiang, et al.
Published: (2024)
by: Liu, Yuejiang, et al.
Published: (2024)
Towards Exploratory and Focused Manipulation with Bimanual Active Perception: A New Problem, Benchmark and Strategy
by: He, Yuxin, et al.
Published: (2026)
by: He, Yuxin, et al.
Published: (2026)
Understanding Multimodal Failure in Action-Chunking Behavioral Cloning
by: Mazza, Lorenzo, et al.
Published: (2026)
by: Mazza, Lorenzo, et al.
Published: (2026)
Real-Time Execution of Action Chunking Flow Policies
by: Black, Kevin, et al.
Published: (2025)
by: Black, Kevin, et al.
Published: (2025)
Learning to Plan & Schedule with Reinforcement-Learned Bimanual Robot Skills
by: Wan, Weikang, et al.
Published: (2025)
by: Wan, Weikang, et al.
Published: (2025)
Similar Items
-
Self-Augmented Robot Trajectory: Efficient Imitation Learning via Safe Self-augmentation with Demonstrator-annotated Precision
by: Oh, Hanbit, et al.
Published: (2025) -
Visual Prompting for Robotic Manipulation with Annotation-Guided Pick-and-Place Using ACT
by: Muttaqien, Muhammad A., et al.
Published: (2025) -
Attention-Guided Integration of CLIP and SAM for Precise Object Masking in Robotic Manipulation
by: Muttaqien, Muhammad A., et al.
Published: (2025) -
Visual Imitation Learning of Non-Prehensile Manipulation Tasks with Dynamics-Supervised Models
by: Mustafa, Abdullah, et al.
Published: (2024) -
RoboManipBaselines: A Unified Framework for Imitation Learning in Robotic Manipulation across Real and Simulation Environments
by: Murooka, Masaki, et al.
Published: (2025)