Going with the Flow: Koopman Behavioral Models as Implicit Planners for Visuo-Motor Dexterity
Fuente:
arXiv
Saved in:
| Main Authors: | Han, Yunhai, Bai, Linhao, Xiao, Ziyu, Yang, Zhaodong, Choudhary, Yogita, Jha, Krishna, Kong, Chuizheng, Kousik, Shreyas, Ravichandar, Harish |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AsymDex: Asymmetry and Relative Coordinates for RL-based Bimanual Dexterity
by: Yang, Zhaodong, et al.
Published: (2024)
by: Yang, Zhaodong, et al.
Published: (2024)
Safe Navigation of Bipedal Robots via Koopman Operator-Based Model Predictive Control
by: Kim, Jeonghwan, et al.
Published: (2024)
by: Kim, Jeonghwan, et al.
Published: (2024)
Learning Prehensile Dexterity by Imitating and Emulating State-only Observations
by: Han, Yunhai, et al.
Published: (2024)
by: Han, Yunhai, et al.
Published: (2024)
Goal-Reaching Trajectory Design Near Danger with Piecewise Affine Reach-avoid Computation
by: Chung, Long Kiu, et al.
Published: (2024)
by: Chung, Long Kiu, et al.
Published: (2024)
On the Surprising Effectiveness of Spectral Clipping in Learning Stable Linear and Latent-Linear Dynamical Systems
by: Guo, Hanyao, et al.
Published: (2024)
by: Guo, Hanyao, et al.
Published: (2024)
Towards Automated Chicken Deboning via Learning-based Dynamically-Adaptive 6-DoF Multi-Material Cutting
by: Yang, Zhaodong, et al.
Published: (2025)
by: Yang, Zhaodong, et al.
Published: (2025)
KOROL: Learning Visualizable Object Feature with Koopman Operator Rollout for Manipulation
by: Chen, Hongyi, et al.
Published: (2024)
by: Chen, Hongyi, et al.
Published: (2024)
Towards Closing the Loop in Robotic Pollination for Indoor Farming via Autonomous Microscopic Inspection
by: Kong, Chuizheng, et al.
Published: (2024)
by: Kong, Chuizheng, et al.
Published: (2024)
ImMimic: Cross-Domain Imitation from Human Videos via Mapping and Interpolation
by: Liu, Yangcen, et al.
Published: (2025)
by: Liu, Yangcen, et al.
Published: (2025)
Modeling and Optimizing the Provisioning of Exhaustible Capabilities for Simultaneous Task Allocation and Scheduling
by: Park, Jinwoo, et al.
Published: (2026)
by: Park, Jinwoo, et al.
Published: (2026)
Evaluating and Improving Graph-based Explanation Methods for Multi-Agent Coordination
by: Kailas, Siva, et al.
Published: (2025)
by: Kailas, Siva, et al.
Published: (2025)
Provably-Safe Neural Network Training Using Hybrid Zonotope Reachability Analysis
by: Chung, Long Kiu, et al.
Published: (2025)
by: Chung, Long Kiu, et al.
Published: (2025)
Self-Supervised Meta-Learning for All-Layer DNN-Based Adaptive Control with Stability Guarantees
by: He, Guanqi, et al.
Published: (2024)
by: He, Guanqi, et al.
Published: (2024)
Adaptive Visuo-Tactile Fusion with Predictive Force Attention for Dexterous Manipulation
by: Li, Jinzhou, et al.
Published: (2025)
by: Li, Jinzhou, et al.
Published: (2025)
Q-ITAGS: Quality-Optimized Spatio-Temporal Heterogeneous Task Allocation with a Time Budget
by: Neville, Glen, et al.
Published: (2024)
by: Neville, Glen, et al.
Published: (2024)
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control
by: Cui, Zichen Jeff, et al.
Published: (2024)
by: Cui, Zichen Jeff, et al.
Published: (2024)
Capability-Aware Shared Hypernetworks for Flexible Heterogeneous Multi-Robot Coordination
by: Fu, Kevin, et al.
Published: (2025)
by: Fu, Kevin, et al.
Published: (2025)
JaxRobotarium: Training and Deploying Multi-Robot Policies in 10 Minutes
by: Jain, Shalin Anand, et al.
Published: (2025)
by: Jain, Shalin Anand, et al.
Published: (2025)
ViTacFormer: Learning Cross-Modal Representation for Visuo-Tactile Dexterous Manipulation
by: Heng, Liang, et al.
Published: (2025)
by: Heng, Liang, et al.
Published: (2025)
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control
by: Hwang, Dongyoon, et al.
Published: (2024)
by: Hwang, Dongyoon, et al.
Published: (2024)
GR-RL: Going Dexterous and Precise for Long-Horizon Robotic Manipulation
by: Li, Yunfei, et al.
Published: (2025)
by: Li, Yunfei, et al.
Published: (2025)
Real-time Model Predictive Control with Zonotope-Based Neural Networks for Bipedal Social Navigation
by: Shamsah, Abdulaziz, et al.
Published: (2024)
by: Shamsah, Abdulaziz, et al.
Published: (2024)
Object-Centric Action-Enhanced Representations for Robot Visuo-Motor Policy Learning
by: Giannakakis, Nikos, et al.
Published: (2025)
by: Giannakakis, Nikos, et al.
Published: (2025)
Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities
by: Howell, Pierce, et al.
Published: (2024)
by: Howell, Pierce, et al.
Published: (2024)
Distributionally Robust Control via Stein Variational Inference for Contact-Rich Manipulation
by: Sathyanarayan, Hrishikesh, et al.
Published: (2026)
by: Sathyanarayan, Hrishikesh, et al.
Published: (2026)
Learning and Optimizing the Efficacy of Spatio-Temporal Task Allocation under Temporal and Resource Constraints
by: Liu, Jiazhen, et al.
Published: (2026)
by: Liu, Jiazhen, et al.
Published: (2026)
DexViTac: Collecting Human Visuo-Tactile-Kinematic Demonstrations for Contact-Rich Dexterous Manipulation
by: Chen, Xitong, et al.
Published: (2026)
by: Chen, Xitong, et al.
Published: (2026)
Canonical Representation and Force-Based Pretraining of 3D Tactile for Dexterous Visuo-Tactile Policy Learning
by: Wu, Tianhao, et al.
Published: (2024)
by: Wu, Tianhao, et al.
Published: (2024)
Preferenced Oracle Guided Multi-mode Policies for Dynamic Bipedal Loco-Manipulation
by: Ravichandar, Prashanth, et al.
Published: (2024)
by: Ravichandar, Prashanth, et al.
Published: (2024)
Jacta: A Versatile Planner for Learning Dexterous and Whole-body Manipulation
by: Brüdigam, Jan, et al.
Published: (2024)
by: Brüdigam, Jan, et al.
Published: (2024)
FlowTouch: View-Invariant Visuo-Tactile Prediction
by: Bien, Seongjin, et al.
Published: (2026)
by: Bien, Seongjin, et al.
Published: (2026)
TransDex: Pre-training Visuo-Tactile Policy with Point Cloud Reconstruction for Dexterous Manipulation of Transparent Objects
by: Li, Fengguan, et al.
Published: (2026)
by: Li, Fengguan, et al.
Published: (2026)
MoDem-V2: Visuo-Motor World Models for Real-World Robot Manipulation
by: Lancaster, Patrick, et al.
Published: (2023)
by: Lancaster, Patrick, et al.
Published: (2023)
A Closed-Form Geometric Retargeting Solver for Upper Body Humanoid Robot Teleoperation
by: Kong, Chuizheng, et al.
Published: (2026)
by: Kong, Chuizheng, et al.
Published: (2026)
Mapping High-level Semantic Regions in Indoor Environments without Object Recognition
by: Bigazzi, Roberto, et al.
Published: (2024)
by: Bigazzi, Roberto, et al.
Published: (2024)
Make Your VLA More Robust Without More Data By Interleaving Motion Planning
by: Choe, Dan BW, et al.
Published: (2026)
by: Choe, Dan BW, et al.
Published: (2026)
RTD-RAX: Fast, Safe Trajectory Planning for Systems under Unknown Disturbances
by: Morales-Cuadrado, Evanns, et al.
Published: (2026)
by: Morales-Cuadrado, Evanns, et al.
Published: (2026)
ZAPP! Zonotope Agreement of Prediction and Planning for Continuous-Time Collision Avoidance with Discrete-Time Dynamics
by: Paparusso, Luca, et al.
Published: (2024)
by: Paparusso, Luca, et al.
Published: (2024)
The Talking Robot: Distortion-Robust Acoustic Models for Robot-Robot Communication
by: Li, Hanlong, et al.
Published: (2026)
by: Li, Hanlong, et al.
Published: (2026)
Imitation Learning with Limited Actions via Diffusion Planners and Deep Koopman Controllers
by: Bi, Jianxin, et al.
Published: (2024)
by: Bi, Jianxin, et al.
Published: (2024)
Similar Items
-
AsymDex: Asymmetry and Relative Coordinates for RL-based Bimanual Dexterity
by: Yang, Zhaodong, et al.
Published: (2024) -
Safe Navigation of Bipedal Robots via Koopman Operator-Based Model Predictive Control
by: Kim, Jeonghwan, et al.
Published: (2024) -
Learning Prehensile Dexterity by Imitating and Emulating State-only Observations
by: Han, Yunhai, et al.
Published: (2024) -
Goal-Reaching Trajectory Design Near Danger with Piecewise Affine Reach-avoid Computation
by: Chung, Long Kiu, et al.
Published: (2024) -
On the Surprising Effectiveness of Spectral Clipping in Learning Stable Linear and Latent-Linear Dynamical Systems
by: Guo, Hanyao, et al.
Published: (2024)