A Dynamic Safety Shield for Safe and Efficient Reinforcement Learning of Navigation Tasks
Fuente:
arXiv
Guardado en:
| Autores principales: | Dawood, Murad, Shokry, Ahmed, Bennewitz, Maren |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Constraint-Aware Reinforcement Learning via Adaptive Action Scaling
por: Dawood, Murad, et al.
Publicado: (2025)
por: Dawood, Murad, et al.
Publicado: (2025)
Safe Multi-Agent Reinforcement Learning for Behavior-Based Cooperative Navigation
por: Dawood, Murad, et al.
Publicado: (2023)
por: Dawood, Murad, et al.
Publicado: (2023)
Context-Based Meta Reinforcement Learning for Robust and Adaptable Peg-in-Hole Assembly Tasks
por: Shokry, Ahmed, et al.
Publicado: (2024)
por: Shokry, Ahmed, et al.
Publicado: (2024)
Centroidal State Estimation based on the Koopman Embedding for Dynamic Legged Locomotion
por: Khorshidi, Shahram, et al.
Publicado: (2024)
por: Khorshidi, Shahram, et al.
Publicado: (2024)
Sensor-Based Distributionally Robust Control for Safe Robot Navigation in Dynamic Environments
por: Long, Kehan, et al.
Publicado: (2024)
por: Long, Kehan, et al.
Publicado: (2024)
EigenSafe: A Spectral Framework for Learning-Based Probabilistic Safety Assessment
por: Jang, Inkyu, et al.
Publicado: (2025)
por: Jang, Inkyu, et al.
Publicado: (2025)
Safe Navigation in Dynamic Environments using Density Functions
por: Narayanan, Sriram S. K. S, et al.
Publicado: (2024)
por: Narayanan, Sriram S. K. S, et al.
Publicado: (2024)
ShieldNN: A Provably Safe NN Filter for Unsafe NN Controllers
por: Ferlez, James, et al.
Publicado: (2020)
por: Ferlez, James, et al.
Publicado: (2020)
Control Barrier Functions via Minkowski Operations for Safe Navigation among Polytopic Sets
por: Chen, Yi-Hsuan, et al.
Publicado: (2025)
por: Chen, Yi-Hsuan, et al.
Publicado: (2025)
Input-to-State Safe Backstepping: Robust Safety-Critical Control with Unmatched Uncertainties
por: Cohen, Max H., et al.
Publicado: (2026)
por: Cohen, Max H., et al.
Publicado: (2026)
A Differential Dynamic Programming Framework for Inverse Reinforcement Learning
por: Cao, Kun, et al.
Publicado: (2024)
por: Cao, Kun, et al.
Publicado: (2024)
Safe and Efficient Robot Action Planning in the Presence of Unconcerned Humans
por: Amiri, Mohsen, et al.
Publicado: (2025)
por: Amiri, Mohsen, et al.
Publicado: (2025)
Safe Stabilizing Control for Polygonal Robots in Dynamic Elliptical Environments
por: Long, Kehan, et al.
Publicado: (2023)
por: Long, Kehan, et al.
Publicado: (2023)
Risk-Aware Safe Reinforcement Learning for Control of Stochastic Linear Systems
por: Esmaeili, Babak, et al.
Publicado: (2025)
por: Esmaeili, Babak, et al.
Publicado: (2025)
System-level Safety Guard: Safe Tracking Control through Uncertain Neural Network Dynamics Models
por: Li, Xiao, et al.
Publicado: (2023)
por: Li, Xiao, et al.
Publicado: (2023)
Safe and Dynamically-Feasible Motion Planning using Control Lyapunov and Barrier Functions
por: Mestres, Pol, et al.
Publicado: (2024)
por: Mestres, Pol, et al.
Publicado: (2024)
Safe Exploration for Nonlinear Processes Using Online Gaussian Process Learning
por: Tonini, Stefano, et al.
Publicado: (2026)
por: Tonini, Stefano, et al.
Publicado: (2026)
Safety-Critical Planning and Control for Dynamic Obstacle Avoidance Using Control Barrier Functions
por: Liu, Shuo, et al.
Publicado: (2024)
por: Liu, Shuo, et al.
Publicado: (2024)
A Comparison of Reinforcement Learning and Optimal Control Methods for Path Planning
por: Le, Qiang, et al.
Publicado: (2026)
por: Le, Qiang, et al.
Publicado: (2026)
Distributed Predictive Control Barrier Functions: Towards Scalable Safety Certification in Modular Multi-Agent Systems
por: Ohnemus, Jonas, et al.
Publicado: (2026)
por: Ohnemus, Jonas, et al.
Publicado: (2026)
Safe and Near-Optimal Control with Online Dynamics Learning
por: Prajapat, Manish, et al.
Publicado: (2025)
por: Prajapat, Manish, et al.
Publicado: (2025)
Operator Splitting Covariance Steering for Safe Stochastic Nonlinear Control
por: Ratheesh, Akash, et al.
Publicado: (2024)
por: Ratheesh, Akash, et al.
Publicado: (2024)
Equivariant Reinforcement Learning Frameworks for Quadrotor Low-Level Control
por: Yu, Beomyeol, et al.
Publicado: (2025)
por: Yu, Beomyeol, et al.
Publicado: (2025)
Safety on the Fly: Constructing Robust Safety Filters via Policy Control Barrier Functions at Runtime
por: Knoedler, Luzia, et al.
Publicado: (2024)
por: Knoedler, Luzia, et al.
Publicado: (2024)
GCBF+: A Neural Graph Control Barrier Function Framework for Distributed Safe Multi-Agent Control
por: Zhang, Songyuan, et al.
Publicado: (2024)
por: Zhang, Songyuan, et al.
Publicado: (2024)
Chance-Constrained Control for Safe Spacecraft Autonomy: Convex Programming Approach
por: Oguri, Kenshiro
Publicado: (2024)
por: Oguri, Kenshiro
Publicado: (2024)
Anytime-Feasible First-Order Optimization via Safe Sequential QCQP
por: Wang, Jiarui, et al.
Publicado: (2025)
por: Wang, Jiarui, et al.
Publicado: (2025)
Autonomous Horizon-based Asteroid Navigation With Observability-constrained Maneuvers
por: Anibha, Aditya Arjun, et al.
Publicado: (2025)
por: Anibha, Aditya Arjun, et al.
Publicado: (2025)
ADMM-Based Distributed MPC with Control Barrier Functions for Safe Multi-Robot Quadrupedal Locomotion
por: Zeng, Yicheng, et al.
Publicado: (2026)
por: Zeng, Yicheng, et al.
Publicado: (2026)
Safety-critical Control with Control Barrier Functions: A Hierarchical Optimization Framework
por: Xie, Junjun, et al.
Publicado: (2024)
por: Xie, Junjun, et al.
Publicado: (2024)
Multi-Agent Formation Navigation Using Diffusion-Based Trajectory Generation
por: Quang, Hieu Do, et al.
Publicado: (2025)
por: Quang, Hieu Do, et al.
Publicado: (2025)
COLREGs Compliant Collision Avoidance and Grounding Prevention for Autonomous Marine Navigation
por: Patil, Mayur S., et al.
Publicado: (2026)
por: Patil, Mayur S., et al.
Publicado: (2026)
Resilient Timed Elastic Band Planner for Collision-Free Navigation in Unknown Environments
por: Kulathunga, Geesara, et al.
Publicado: (2024)
por: Kulathunga, Geesara, et al.
Publicado: (2024)
Closed-Loop Model Identification and MPC-based Navigation of Quadcopters: A Case Study of Parrot Bebop 2
por: Amiri, Mohsen, et al.
Publicado: (2024)
por: Amiri, Mohsen, et al.
Publicado: (2024)
Reduced-order Control and Geometric Structure of Learned Lagrangian Latent Dynamics
por: Friedl, Katharina, et al.
Publicado: (2026)
por: Friedl, Katharina, et al.
Publicado: (2026)
Learning Robot Safety from Sparse Human Feedback using Conformal Prediction
por: Feldman, Aaron O., et al.
Publicado: (2025)
por: Feldman, Aaron O., et al.
Publicado: (2025)
Smart Navigation System for Parking Assignment at Large Events: Incorporating Heterogeneous Driver Characteristics
por: Cheng, Xi, et al.
Publicado: (2024)
por: Cheng, Xi, et al.
Publicado: (2024)
Safe Imitation Learning of Nonlinear Model Predictive Control for Flexible Robots
por: Mamedov, Shamil, et al.
Publicado: (2022)
por: Mamedov, Shamil, et al.
Publicado: (2022)
Embodied Footprints: A Safety-guaranteed Collision Avoidance Model for Numerical Optimization-based Trajectory Planning
por: Li, Bai, et al.
Publicado: (2023)
por: Li, Bai, et al.
Publicado: (2023)
Safety-Critical and Distributed Nonlinear Predictive Controllers for Teams of Quadrupedal Robots
por: Imran, Basit Muhammad, et al.
Publicado: (2025)
por: Imran, Basit Muhammad, et al.
Publicado: (2025)
Ejemplares similares
-
Constraint-Aware Reinforcement Learning via Adaptive Action Scaling
por: Dawood, Murad, et al.
Publicado: (2025) -
Safe Multi-Agent Reinforcement Learning for Behavior-Based Cooperative Navigation
por: Dawood, Murad, et al.
Publicado: (2023) -
Context-Based Meta Reinforcement Learning for Robust and Adaptable Peg-in-Hole Assembly Tasks
por: Shokry, Ahmed, et al.
Publicado: (2024) -
Centroidal State Estimation based on the Koopman Embedding for Dynamic Legged Locomotion
por: Khorshidi, Shahram, et al.
Publicado: (2024) -
Sensor-Based Distributionally Robust Control for Safe Robot Navigation in Dynamic Environments
por: Long, Kehan, et al.
Publicado: (2024)