On the Surprising Effectiveness of Spectral Clipping in Learning Stable Linear and Latent-Linear Dynamical Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Hanyao, Han, Yunhai, Ravichandar, Harish |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Reinforcement Learning using Linear Koopman Dynamics for Nonlinear Robotic Systems
by: Hao, Wenjian, et al.
Published: (2026)
by: Hao, Wenjian, et al.
Published: (2026)
Directionality-Aware Mixture Model Parallel Sampling for Efficient Linear Parameter Varying Dynamical System Learning
by: Sun, Sunan, et al.
Published: (2023)
by: Sun, Sunan, et al.
Published: (2023)
Accelerating Sampling-Based Control via Learned Linear Koopman Dynamics
by: Hao, Wenjian, et al.
Published: (2026)
by: Hao, Wenjian, et al.
Published: (2026)
Learning Dynamical Systems Encoding Non-Linearity within Space Curvature
by: Fichera, Bernardo, et al.
Published: (2024)
by: Fichera, Bernardo, et al.
Published: (2024)
Discretization of Linear Systems using the Matrix Exponential
by: Dahdah, Steven, et al.
Published: (2025)
by: Dahdah, Steven, et al.
Published: (2025)
Conformal Prediction-Based MPC for Stochastic Linear Systems
by: Vogel, Lukas, et al.
Published: (2025)
by: Vogel, Lukas, et al.
Published: (2025)
Learning Lyapunov-Stable Polynomial Dynamical Systems through Imitation
by: Abyaneh, Amin, et al.
Published: (2023)
by: Abyaneh, Amin, et al.
Published: (2023)
Learning Prehensile Dexterity by Imitating and Emulating State-only Observations
by: Han, Yunhai, et al.
Published: (2024)
by: Han, Yunhai, et al.
Published: (2024)
Risk-Aware Safe Reinforcement Learning for Control of Stochastic Linear Systems
by: Esmaeili, Babak, et al.
Published: (2025)
by: Esmaeili, Babak, et al.
Published: (2025)
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)
Enabling On-Chip High-Frequency Adaptive Linear Optimal Control via Linearized Gaussian Process
by: Gao, Yuan, et al.
Published: (2024)
by: Gao, Yuan, et al.
Published: (2024)
Stochastic Model Predictive Control with Optimal Linear Feedback for Mobile Robots in Dynamic Environments
by: Gao, Yunfan, et al.
Published: (2024)
by: Gao, Yunfan, et al.
Published: (2024)
Predictive Control Barrier Functions for Discrete-Time Linear Systems with Unmodeled Delays
by: Salazar, Juan Augusto Paredes, et al.
Published: (2025)
by: Salazar, Juan Augusto Paredes, 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)
Efficient Coordination and Synchronization of Multi-Robot Systems Under Recurring Linear Temporal Logic
by: Peron, Davide, et al.
Published: (2025)
by: Peron, Davide, et al.
Published: (2025)
Offline Goal-Conditioned Reinforcement Learning for Shape Control of Deformable Linear Objects
by: Laezza, Rita, et al.
Published: (2024)
by: Laezza, Rita, et al.
Published: (2024)
Discrete-Time Stress Matrix-Based Formation Control of General Linear Multi-Agent Systems
by: Onuoha, Okechi, et al.
Published: (2024)
by: Onuoha, Okechi, et al.
Published: (2024)
Safe and Stable Neural Network Dynamical Systems for Robot Motion Planning
by: Binny, Allen Emmanuel, et al.
Published: (2025)
by: Binny, Allen Emmanuel, et al.
Published: (2025)
Taming High-Dimensional Dynamics: Learning Optimal Projections onto Spectral Submanifolds
by: Buurmeijer, Hugo, et al.
Published: (2025)
by: Buurmeijer, Hugo, et al.
Published: (2025)
AsymDex: Asymmetry and Relative Coordinates for RL-based Bimanual Dexterity
by: Yang, Zhaodong, et al.
Published: (2024)
by: Yang, Zhaodong, et al.
Published: (2024)
Distributional Stability of Tangent-Linearized Gaussian Inference on Smooth Manifolds
by: Seo, Junghoon, et al.
Published: (2026)
by: Seo, Junghoon, et al.
Published: (2026)
Input-Output Feedback Linearization Preserving Task Priority for Multivariate Nonlinear Systems Having Singular Input Gain Matrix
by: An, Sang-ik, et al.
Published: (2023)
by: An, Sang-ik, et al.
Published: (2023)
HALO: Hybrid Auto-encoded Locomotion with Learned Latent Dynamics, Poincaré Maps, and Regions of Attraction
by: Werner, Blake, et al.
Published: (2026)
by: Werner, Blake, et al.
Published: (2026)
Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics
by: Wu, Runzhe, et al.
Published: (2024)
by: Wu, Runzhe, et al.
Published: (2024)
Is Linear Feedback on Smoothed Dynamics Sufficient for Stabilizing Contact-Rich Plans?
by: Shirai, Yuki, et al.
Published: (2024)
by: Shirai, Yuki, et al.
Published: (2024)
Scalable Learning of High-Dimensional Demonstrations with Composition of Linear Parameter Varying Dynamical Systems
by: Agrawal, Shreenabh, et al.
Published: (2025)
by: Agrawal, Shreenabh, et al.
Published: (2025)
A Linear MPC with Control Barrier Functions for Differential Drive Robots
by: Ali, Ali Mohamed, et al.
Published: (2024)
by: Ali, Ali Mohamed, et al.
Published: (2024)
Zonotope-based Symbolic Controller Synthesis for Linear Temporal Logic Specifications
by: Ren, Wei, et al.
Published: (2024)
by: Ren, Wei, et al.
Published: (2024)
SCOPE: Smooth Convex Optimization for Planned Evolution of Deformable Linear Objects
by: Jnadi, Ali, et al.
Published: (2026)
by: Jnadi, Ali, et al.
Published: (2026)
Assessing Linear Control Strategies for Zero-Speed Fin Roll Damping
by: Savin, Nikita, et al.
Published: (2025)
by: Savin, Nikita, et al.
Published: (2025)
On Surprising Effects of Risk-Aware Domain Randomization for Contact-Rich Sampling-based Predictive Control
by: Esteban, Sergio A., et al.
Published: (2026)
by: Esteban, Sergio A., et al.
Published: (2026)
When Rolling Gets Weird: A Curved-Link Tensegrity Robot for Non-Intuitive Behavior
by: Ervin, Lauren, et al.
Published: (2026)
by: Ervin, Lauren, et al.
Published: (2026)
Teleoperation of Continuum Instruments: Task-Priority Analysis of Linear Angular Command Interplay
by: Nasiri, Ehsan, et al.
Published: (2024)
by: Nasiri, Ehsan, et al.
Published: (2024)
Exact and Approximate Convex Reformulation of Linear Stochastic Optimal Control with Chance Constraints
by: Dokania, Tanmay, et al.
Published: (2026)
by: Dokania, Tanmay, et al.
Published: (2026)
Identifying Time-varying Costs in Finite-horizon Linear Quadratic Gaussian Games
by: Ren, Kai, et al.
Published: (2025)
by: Ren, Kai, et al.
Published: (2025)
Distributed Linear Quadratic Gaussian for Multi-Robot Coordination with Localization Uncertainty
by: Tasooji, Tohid Kargar, et al.
Published: (2025)
by: Tasooji, Tohid Kargar, et al.
Published: (2025)
Guiding Reinforcement Learning with Incomplete System Dynamics
by: Wang, Shuyuan, et al.
Published: (2024)
by: Wang, Shuyuan, et al.
Published: (2024)
Linear Quadratic Guidance Law for Joint Motion Planning of a Pursuer-Turret Assembly
by: Jha, Bhargav, et al.
Published: (2024)
by: Jha, Bhargav, et al.
Published: (2024)
Chance-constrained Linear Quadratic Gaussian Games for Multi-robot Interaction under Uncertainty
by: Ren, Kai, et al.
Published: (2025)
by: Ren, Kai, et al.
Published: (2025)
Quattro: Transformer-Accelerated Iterative Linear Quadratic Regulator Framework for Fast Trajectory Optimization
by: Wang, Yue, et al.
Published: (2025)
by: Wang, Yue, et al.
Published: (2025)
Similar Items
-
Efficient Reinforcement Learning using Linear Koopman Dynamics for Nonlinear Robotic Systems
by: Hao, Wenjian, et al.
Published: (2026) -
Directionality-Aware Mixture Model Parallel Sampling for Efficient Linear Parameter Varying Dynamical System Learning
by: Sun, Sunan, et al.
Published: (2023) -
Accelerating Sampling-Based Control via Learned Linear Koopman Dynamics
by: Hao, Wenjian, et al.
Published: (2026) -
Learning Dynamical Systems Encoding Non-Linearity within Space Curvature
by: Fichera, Bernardo, et al.
Published: (2024) -
Discretization of Linear Systems using the Matrix Exponential
by: Dahdah, Steven, et al.
Published: (2025)