Composable Model-Free RL for Navigation with Input-Affine Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Sang, Xinhuan, Abdelgawad, Abdelrahman, Tron, Roberto |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Gradient-Enhanced Partitioned Gaussian Processes for Real-Time Quadrotor Dynamics Modeling
by: Sang, Xinhuan, et al.
Published: (2026)
by: Sang, Xinhuan, et al.
Published: (2026)
Closing the Intent-to-Behavior Gap via Fulfillment Priority Logic
by: Mabsout, Bassel El, et al.
Published: (2025)
by: Mabsout, Bassel El, et al.
Published: (2025)
Investigating Memory in Model-Free RL with POPGym Arcade
by: Wang, Zekang, et al.
Published: (2025)
by: Wang, Zekang, et al.
Published: (2025)
Language-Conditioned Offline RL for Multi-Robot Navigation
by: Morad, Steven, et al.
Published: (2024)
by: Morad, Steven, et al.
Published: (2024)
RL Token: Bootstrapping Online RL with Vision-Language-Action Models
by: Xu, Charles, et al.
Published: (2026)
by: Xu, Charles, et al.
Published: (2026)
ComposableNav: Instruction-Following Navigation in Dynamic Environments via Composable Diffusion
by: Hu, Zichao, et al.
Published: (2025)
by: Hu, Zichao, et al.
Published: (2025)
Learning Autonomy: Off-Road Navigation Enhanced by Human Input
by: Nagariya, Akhil, et al.
Published: (2025)
by: Nagariya, Akhil, et al.
Published: (2025)
Navigating the Smog: A Cooperative Multi-Agent RL for Accurate Air Pollution Mapping through Data Assimilation
by: Mokhtari, Ichrak, et al.
Published: (2024)
by: Mokhtari, Ichrak, et al.
Published: (2024)
Deep RL-based Autonomous Navigation of Micro Aerial Vehicles (MAVs) in a complex GPS-denied Indoor Environment
by: Singh, Amit Kumar, et al.
Published: (2025)
by: Singh, Amit Kumar, et al.
Published: (2025)
On the Design of Safe Continual RL Methods for Control of Nonlinear Systems
by: Coursey, Austin, et al.
Published: (2025)
by: Coursey, Austin, et al.
Published: (2025)
Model- and Data-Based Control of Self-Balancing Robots: Practical Educational Approach with LabVIEW and Arduino
by: Abdelgawad, Abdelrahman, et al.
Published: (2024)
by: Abdelgawad, Abdelrahman, et al.
Published: (2024)
Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks
by: Lange, Moritz, et al.
Published: (2024)
by: Lange, Moritz, et al.
Published: (2024)
RL from Physical Feedback: Aligning Large Motion Models with Humanoid Control
by: Yue, Junpeng, et al.
Published: (2025)
by: Yue, Junpeng, et al.
Published: (2025)
Safe Neural Control for Non-Affine Control Systems with Differentiable Control Barrier Functions
by: Xiao, Wei, et al.
Published: (2023)
by: Xiao, Wei, et al.
Published: (2023)
Balancing Signal and Variance: Adaptive Offline RL Post-Training for VLA Flow Models
by: Zhang, Hongyin, et al.
Published: (2025)
by: Zhang, Hongyin, et al.
Published: (2025)
PriPG-RL: Privileged Planner-Guided Reinforcement Learning for Partially Observable Systems with Anytime-Feasible MPC
by: Amiri, Mohsen, et al.
Published: (2026)
by: Amiri, Mohsen, et al.
Published: (2026)
A Lightweight Crowd Model for Robot Social Navigation
by: Eskeri, Maryam Kazemi, et al.
Published: (2025)
by: Eskeri, Maryam Kazemi, et al.
Published: (2025)
Slug Mobile: Test-Bench for RL Testing
by: Morris, Jonathan Wellington, et al.
Published: (2024)
by: Morris, Jonathan Wellington, et al.
Published: (2024)
SLAC: Simulation-Pretrained Latent Action Space for Whole-Body Real-World RL
by: Hu, Jiaheng, et al.
Published: (2025)
by: Hu, Jiaheng, et al.
Published: (2025)
RSL-RL: A Learning Library for Robotics Research
by: Schwarke, Clemens, et al.
Published: (2025)
by: Schwarke, Clemens, et al.
Published: (2025)
From Imitation to Refinement -- Residual RL for Precise Assembly
by: Ankile, Lars, et al.
Published: (2024)
by: Ankile, Lars, et al.
Published: (2024)
End-to-end RL Improves Dexterous Grasping Policies
by: Singh, Ritvik, et al.
Published: (2025)
by: Singh, Ritvik, et al.
Published: (2025)
Exploiting Differential Flatness for Efficient Learning-based Model Predictive Control of Constrained Multi-Input Control Affine Systems
by: Farger, Tobias A., et al.
Published: (2026)
by: Farger, Tobias A., et al.
Published: (2026)
Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects
by: Hoang, Tai, et al.
Published: (2025)
by: Hoang, Tai, et al.
Published: (2025)
Refined Policy Distillation: From VLA Generalists to RL Experts
by: Jülg, Tobias, et al.
Published: (2025)
by: Jülg, Tobias, et al.
Published: (2025)
Residual Off-Policy RL for Finetuning Behavior Cloning Policies
by: Ankile, Lars, et al.
Published: (2025)
by: Ankile, Lars, et al.
Published: (2025)
OmniVLA: An Omni-Modal Vision-Language-Action Model for Robot Navigation
by: Hirose, Noriaki, et al.
Published: (2025)
by: Hirose, Noriaki, et al.
Published: (2025)
Compose Your Policies! Improving Diffusion-based or Flow-based Robot Policies via Test-time Distribution-level Composition
by: Cao, Jiahang, et al.
Published: (2025)
by: Cao, Jiahang, et al.
Published: (2025)
Rainbow-DemoRL: Combining Improvements in Demonstration-Augmented Reinforcement Learning
by: Bhatt, Dwait, et al.
Published: (2026)
by: Bhatt, Dwait, et al.
Published: (2026)
FLAG: Flow Policy MaxEnt-RL by Latent Augmented Guidance
by: Kim, Sungha, et al.
Published: (2026)
by: Kim, Sungha, et al.
Published: (2026)
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)
ViSaRL: Visual Reinforcement Learning Guided by Human Saliency
by: Liang, Anthony, et al.
Published: (2024)
by: Liang, Anthony, et al.
Published: (2024)
First Order Model-Based RL through Decoupled Backpropagation
by: Amigo, Joseph, et al.
Published: (2025)
by: Amigo, Joseph, et al.
Published: (2025)
Learning a Terrain- and Robot-Aware Dynamics Model for Autonomous Mobile Robot Navigation
by: Achterhold, Jan, et al.
Published: (2024)
by: Achterhold, Jan, et al.
Published: (2024)
Context-Conditional Navigation with a Learning-Based Terrain- and Robot-Aware Dynamics Model
by: Guttikonda, Suresh, et al.
Published: (2023)
by: Guttikonda, Suresh, et al.
Published: (2023)
Conformalized Teleoperation: Confidently Mapping Human Inputs to High-Dimensional Robot Actions
by: Zhao, Michelle, et al.
Published: (2024)
by: Zhao, Michelle, et al.
Published: (2024)
Deep-Learning Control of Lower-Limb Exoskeletons via simplified Therapist Input
by: Vianello, Lorenzo, et al.
Published: (2024)
by: Vianello, Lorenzo, et al.
Published: (2024)
Impedance Matching: Enabling an RL-Based Running Jump in a Quadruped Robot
by: Guan, Neil, et al.
Published: (2024)
by: Guan, Neil, et al.
Published: (2024)
RIFT: Group-Relative RL Fine-Tuning for Realistic and Controllable Traffic Simulation
by: Chen, Keyu, et al.
Published: (2025)
by: Chen, Keyu, et al.
Published: (2025)
PointPatchRL -- Masked Reconstruction Improves Reinforcement Learning on Point Clouds
by: Gyenes, Balázs, et al.
Published: (2024)
by: Gyenes, Balázs, et al.
Published: (2024)
Similar Items
-
Gradient-Enhanced Partitioned Gaussian Processes for Real-Time Quadrotor Dynamics Modeling
by: Sang, Xinhuan, et al.
Published: (2026) -
Closing the Intent-to-Behavior Gap via Fulfillment Priority Logic
by: Mabsout, Bassel El, et al.
Published: (2025) -
Investigating Memory in Model-Free RL with POPGym Arcade
by: Wang, Zekang, et al.
Published: (2025) -
Language-Conditioned Offline RL for Multi-Robot Navigation
by: Morad, Steven, et al.
Published: (2024) -
RL Token: Bootstrapping Online RL with Vision-Language-Action Models
by: Xu, Charles, et al.
Published: (2026)