Fast Non-Episodic Adaptive Tuning of Robot Controllers with Online Policy Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Preiss, James A., Xie, Fengze, Lin, Yiheng, Wierman, Adam, Yue, Yisong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Online Policy Optimization in Unknown Nonlinear Systems
by: Lin, Yiheng, et al.
Published: (2024)
by: Lin, Yiheng, et al.
Published: (2024)
Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
by: Ganguly, Sourav, et al.
Published: (2025)
by: Ganguly, Sourav, et al.
Published: (2025)
Leveraging Predictions in Power System Voltage Control: An Adaptive Approach
by: Cui, Wenqi, et al.
Published: (2025)
by: Cui, Wenqi, et al.
Published: (2025)
Online Controller Synthesis for Robot Collision Avoidance: A Case Study
by: Fan, Yuheng, et al.
Published: (2025)
by: Fan, Yuheng, et al.
Published: (2025)
Enhancing Data Center Low-Voltage Ride-Through
by: Xie, Yiheng, et al.
Published: (2025)
by: Xie, Yiheng, et al.
Published: (2025)
Safe Non-Stochastic Control of Control-Affine Systems: An Online Convex Optimization Approach
by: Zhou, Hongyu, et al.
Published: (2023)
by: Zhou, Hongyu, et al.
Published: (2023)
An Adaptive Data-Enabled Policy Optimization Approach for Autonomous Bicycle Control
by: Persson, Niklas, et al.
Published: (2025)
by: Persson, Niklas, et al.
Published: (2025)
Fast Online Adaptive Neural MPC via Meta-Learning
by: Mei, Yu, et al.
Published: (2025)
by: Mei, Yu, et al.
Published: (2025)
Meta-Learning Augmented MPC for Disturbance-Aware Motion Planning and Control of Quadrotors
by: Lapandić, Dženan, et al.
Published: (2024)
by: Lapandić, Dženan, et al.
Published: (2024)
Sample-Efficient Online Control Policy Learning with Real-Time Recursive Model Updates
by: Zhang, Zixin, et al.
Published: (2025)
by: Zhang, Zixin, et al.
Published: (2025)
LLA-MPC: Fast Adaptive Control for Autonomous Racing
by: AL-Sunni, Maitham F., et al.
Published: (2025)
by: AL-Sunni, Maitham F., et al.
Published: (2025)
Mass-Adaptive Admittance Control for Robotic Manipulators
by: Gholampour, Hossein, et al.
Published: (2025)
by: Gholampour, Hossein, et al.
Published: (2025)
Adaptive Artificial Time Delay Control for Robotic Systems
by: Dantu, Swati
Published: (2024)
by: Dantu, Swati
Published: (2024)
Biomechanics-Aware Trajectory Optimization for Online Navigation during Robotic Physiotherapy
by: Belli, Italo, et al.
Published: (2024)
by: Belli, Italo, et al.
Published: (2024)
Consensus Building in Human-robot Co-learning via Bias Controlled Nonlinear Opinion Dynamics and Non-verbal Communication through Robotic Eyes
by: Kumar, Rajul, et al.
Published: (2024)
by: Kumar, Rajul, et al.
Published: (2024)
Adaptive Legged Locomotion via Online Learning for Model Predictive Control
by: Zhou, Hongyu, et al.
Published: (2025)
by: Zhou, Hongyu, et al.
Published: (2025)
Adaptive Koopman Model Predictive Control of Simple Serial Robots
by: del Río, Adriano, et al.
Published: (2025)
by: del Río, Adriano, et al.
Published: (2025)
Adaptive Robust Controller for handling Unknown Uncertainty of Robotic Manipulators
by: Abdelwahab, Mohamed, et al.
Published: (2024)
by: Abdelwahab, Mohamed, et al.
Published: (2024)
Adaptive-Sliding Mode Trajectory Control of Robot Manipulators with Uncertainties
by: Mustafa, Mustafa M., et al.
Published: (2024)
by: Mustafa, Mustafa M., et al.
Published: (2024)
Adaptive Task Space Non-Singular Terminal Super-Twisting Sliding Mode Control of a 7-DOF Robotic Manipulator
by: Wan, L., et al.
Published: (2025)
by: Wan, L., et al.
Published: (2025)
Adaptive Policy Switching of Two-Wheeled Differential Robots for Traversing over Diverse Terrains
by: Izawa, Haruki, et al.
Published: (2026)
by: Izawa, Haruki, et al.
Published: (2026)
Robotic Control Optimization Through Kernel Selection in Safe Bayesian Optimization
by: Zheng, Lihao, et al.
Published: (2024)
by: Zheng, Lihao, et al.
Published: (2024)
Kinematic Control of Redundant Robots with Online Handling of Variable Generalized Hard Constraints
by: Kazemipour, Amirhossein, et al.
Published: (2022)
by: Kazemipour, Amirhossein, et al.
Published: (2022)
Simulation-Aided Policy Tuning for Black-Box Robot Learning
by: He, Shiming, et al.
Published: (2024)
by: He, Shiming, et al.
Published: (2024)
Adaptive Preload Control of Cable-Driven Parallel Robots for Handling Task
by: Reichenbach, Thomas, et al.
Published: (2024)
by: Reichenbach, Thomas, et al.
Published: (2024)
Predictive Control with Indirect Adaptive Laws for Payload Transportation by Quadrupedal Robots
by: Amanzadeh, Leila, et al.
Published: (2026)
by: Amanzadeh, Leila, et al.
Published: (2026)
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)
Quaternion-based Adaptive Backstepping Fast Terminal Sliding Mode Control for Quadrotor UAVs with Finite Time Convergence
by: Shevidi, Arezo, et al.
Published: (2024)
by: Shevidi, Arezo, et al.
Published: (2024)
Collaborative-Online-Learning-Enabled Distributionally Robust Motion Control for Multi-Robot Systems
by: Ning, Chao, et al.
Published: (2025)
by: Ning, Chao, et al.
Published: (2025)
Online Omnidirectional Jumping Trajectory Planning for Quadrupedal Robots on Uneven Terrains
by: Yue, Linzhu, et al.
Published: (2024)
by: Yue, Linzhu, et al.
Published: (2024)
Fast Finite-Time Sliding Mode Control for Chattering-Free Trajectory Tracking of Robotic Manipulators
by: Ranjbar, Momammad Ali
Published: (2025)
by: Ranjbar, Momammad Ali
Published: (2025)
DRAFTO: Decoupled Reduced-space and Adaptive Feasibility-repair Trajectory Optimization for Robotic Manipulators
by: Feng, Yichang, et al.
Published: (2026)
by: Feng, Yichang, et al.
Published: (2026)
Trajectory Planning for Non-Communicating Mobile Robots using Inverse Optimal Control
by: Majer, Nina, et al.
Published: (2026)
by: Majer, Nina, et al.
Published: (2026)
Online Adaptive Platoon Control for Connected and Automated Vehicles via Physics Enhanced Residual Learning
by: Zhang, Peng, et al.
Published: (2024)
by: Zhang, Peng, et al.
Published: (2024)
Adaptive Backstepping and Non-singular Sliding Mode Control for Quadrotor UAVs with Unknown Time-varying Uncertainties
by: Shevidi, Arezo, et al.
Published: (2024)
by: Shevidi, Arezo, et al.
Published: (2024)
Guided Multi-Fidelity Bayesian Optimization for Data-driven Controller Tuning with Digital Twins
by: Nobar, Mahdi, et al.
Published: (2025)
by: Nobar, Mahdi, et al.
Published: (2025)
Bayesian Optimization Parameter Tuning Framework for a Lyapunov Based Path Following Controller
by: Zheng, Zhewen, et al.
Published: (2025)
by: Zheng, Zhewen, et al.
Published: (2025)
Navigating Robot Swarm Through a Virtual Tube with Flow-Adaptive Distribution Control
by: Zhang, Yongwei, et al.
Published: (2025)
by: Zhang, Yongwei, et al.
Published: (2025)
Corridor-based Adaptive Control Barrier and Lyapunov Functions for Safe Mobile Robot Navigation
by: Mohammad, Nicholas, et al.
Published: (2025)
by: Mohammad, Nicholas, et al.
Published: (2025)
Optimize the parameters of the PID Controller using Genetic Algorithm for Robot Manipulators
by: Son, Vu Ngoc, et al.
Published: (2025)
by: Son, Vu Ngoc, et al.
Published: (2025)
Similar Items
-
Online Policy Optimization in Unknown Nonlinear Systems
by: Lin, Yiheng, et al.
Published: (2024) -
Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
by: Ganguly, Sourav, et al.
Published: (2025) -
Leveraging Predictions in Power System Voltage Control: An Adaptive Approach
by: Cui, Wenqi, et al.
Published: (2025) -
Online Controller Synthesis for Robot Collision Avoidance: A Case Study
by: Fan, Yuheng, et al.
Published: (2025) -
Enhancing Data Center Low-Voltage Ride-Through
by: Xie, Yiheng, et al.
Published: (2025)