Residual Policy Learning for Perceptive Quadruped Control Using Differentiable Simulation
Fuente:
arXiv
Saved in:
| Main Authors: | Luo, Jing Yuan, Song, Yunlong, Klemm, Victor, Shi, Fan, Scaramuzza, Davide, Hutter, Marco |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning Quadruped Locomotion Using Differentiable Simulation
by: Song, Yunlong, et al.
Published: (2024)
by: Song, Yunlong, et al.
Published: (2024)
Agile Robotics: Optimal Control, Reinforcement Learning, and Differentiable Simulation
by: Song, Yunlong, et al.
Published: (2024)
by: Song, Yunlong, et al.
Published: (2024)
Learning Quadrotor Control From Visual Features Using Differentiable Simulation
by: Heeg, Johannes, et al.
Published: (2024)
by: Heeg, Johannes, et al.
Published: (2024)
Learning Deployable Locomotion Control via Differentiable Simulation
by: Schwarke, Clemens, et al.
Published: (2024)
by: Schwarke, Clemens, et al.
Published: (2024)
Learning on the Fly: Rapid Policy Adaptation via Differentiable Simulation
by: Pan, Jiahe, et al.
Published: (2025)
by: Pan, Jiahe, et al.
Published: (2025)
Actor-Critic Model Predictive Control: Differentiable Optimization meets Reinforcement Learning for Agile Flight
by: Romero, Angel, et al.
Published: (2023)
by: Romero, Angel, et al.
Published: (2023)
Symmetry Considerations for Learning Task Symmetric Robot Policies
by: Mittal, Mayank, et al.
Published: (2024)
by: Mittal, Mayank, et al.
Published: (2024)
AME-2: Agile and Generalized Legged Locomotion via Attention-Based Neural Map Encoding
by: Zhang, Chong, et al.
Published: (2026)
by: Zhang, Chong, et al.
Published: (2026)
An Efficient Beam Search Algorithm for Active Perception in Mobile Robotics
by: Qu, Kaixian, et al.
Published: (2026)
by: Qu, Kaixian, et al.
Published: (2026)
PA-MPPI: Perception-Aware Model Predictive Path Integral Control for Quadrotor Navigation in Unknown Environments
by: Zhai, Yifan, et al.
Published: (2025)
by: Zhai, Yifan, et al.
Published: (2025)
Multi-Task Reinforcement Learning for Quadrotors
by: Xing, Jiaxu, et al.
Published: (2024)
by: Xing, Jiaxu, et al.
Published: (2024)
DiffSim2Real: Deploying Quadrupedal Locomotion Policies Purely Trained in Differentiable Simulation
by: Bagajo, Joshua, et al.
Published: (2024)
by: Bagajo, Joshua, et al.
Published: (2024)
Environment as Policy: Learning to Race in Unseen Tracks
by: Wang, Hongze, et al.
Published: (2024)
by: Wang, Hongze, et al.
Published: (2024)
Contrastive Learning for Enhancing Robust Scene Transfer in Vision-based Agile Flight
by: Xing, Jiaxu, et al.
Published: (2023)
by: Xing, Jiaxu, et al.
Published: (2023)
RAYEN: Imposition of Hard Convex Constraints on Neural Networks
by: Tordesillas, Jesus, et al.
Published: (2023)
by: Tordesillas, Jesus, et al.
Published: (2023)
Multi-Objective Global Path Planning for Lunar Exploration With a Quadruped Robot
by: Richter, Julia, et al.
Published: (2024)
by: Richter, Julia, et al.
Published: (2024)
Motion Priors Reimagined: Adapting Flat-Terrain Skills for Complex Quadruped Mobility
by: Zhang, Zewei, et al.
Published: (2025)
by: Zhang, Zewei, et al.
Published: (2025)
Obstacle-Avoidant Leader Following with a Quadruped Robot
by: Scheidemann, Carmen, et al.
Published: (2024)
by: Scheidemann, Carmen, et al.
Published: (2024)
A Comparative Study of Nonlinear MPC and Differential-Flatness-Based Control for Quadrotor Agile Flight
by: Sun, Sihao, et al.
Published: (2021)
by: Sun, Sihao, et al.
Published: (2021)
What Matters in RL-Based Methods for Object-Goal Navigation? An Empirical Study and A Unified Framework
by: Wang, Hongze, et al.
Published: (2025)
by: Wang, Hongze, et al.
Published: (2025)
Low-Latency Event-Based Velocimetry for Quadrotor Control in a Narrow Pipe
by: Bauersfeld, Leonard, et al.
Published: (2025)
by: Bauersfeld, Leonard, et al.
Published: (2025)
Multi-Domain Motion Embedding: Expressive Real-Time Mimicry for Legged Robots
by: Heyrman, Matthias, et al.
Published: (2025)
by: Heyrman, Matthias, et al.
Published: (2025)
Learning Thermal-Aware Locomotion Policies for an Electrically-Actuated Quadruped Robot
by: Qian, Letian, et al.
Published: (2026)
by: Qian, Letian, et al.
Published: (2026)
Range, Endurance, and Optimal Speed Estimates for Multicopters
by: Bauersfeld, Leonard, et al.
Published: (2021)
by: Bauersfeld, Leonard, et al.
Published: (2021)
Enhancing Worker Safety in Harbors Using Quadruped Robots
by: Betta, Zoe, et al.
Published: (2026)
by: Betta, Zoe, et al.
Published: (2026)
Pedipulate: Enabling Manipulation Skills using a Quadruped Robot's Leg
by: Arm, Philip, et al.
Published: (2024)
by: Arm, Philip, et al.
Published: (2024)
Learning to Walk and Fly with Adversarial Motion Priors
by: L'Erario, Giuseppe, et al.
Published: (2023)
by: L'Erario, Giuseppe, et al.
Published: (2023)
RK-MPC: Residual Koopman Model Predictive Control for Quadruped Locomotion in Offroad Environments
by: Narayanan, Sriram S. K. S., et al.
Published: (2026)
by: Narayanan, Sriram S. K. S., et al.
Published: (2026)
FOCI: Trajectory Optimization on Gaussian Splats
by: Andreu, Mario Gomez, et al.
Published: (2025)
by: Andreu, Mario Gomez, et al.
Published: (2025)
Expert Composer Policy: Scalable Skill Repertoire for Quadruped Robots
by: Christmann, Guilherme, et al.
Published: (2024)
by: Christmann, Guilherme, et al.
Published: (2024)
Event-Aided Sharp Radiance Field Reconstruction for Fast-Flying Drones
by: Zou, Rong, et al.
Published: (2026)
by: Zou, Rong, et al.
Published: (2026)
Task-Level Decisions to Gait Level Control: A Hierarchical Policy Approach for Quadruped Navigation
by: Li, Sijia, et al.
Published: (2026)
by: Li, Sijia, et al.
Published: (2026)
Parkour in the Wild: Learning a General and Extensible Agile Locomotion Policy Using Multi-expert Distillation and RL Fine-tuning
by: Rudin, Nikita, et al.
Published: (2025)
by: Rudin, Nikita, et al.
Published: (2025)
Learning Agile Quadrotor Flight in the Real World
by: Ren, Yunfan, et al.
Published: (2026)
by: Ren, Yunfan, et al.
Published: (2026)
Learned Perceptive Forward Dynamics Model for Safe and Platform-aware Robotic Navigation
by: Roth, Pascal, et al.
Published: (2025)
by: Roth, Pascal, et al.
Published: (2025)
Quadruped Robot Simulation Using Deep Reinforcement Learning -- A step towards locomotion policy
by: Jadoon, Nabeel Ahmad Khan, et al.
Published: (2025)
by: Jadoon, Nabeel Ahmad Khan, et al.
Published: (2025)
Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics
by: Li, Chenhao, et al.
Published: (2025)
by: Li, Chenhao, et al.
Published: (2025)
Approximate Imitation Learning for Event-based Quadrotor Flight in Cluttered Environments
by: Messikommer, Nico, et al.
Published: (2026)
by: Messikommer, Nico, et al.
Published: (2026)
A Monocular Event-Camera Motion Capture System
by: Bauersfeld, Leonard, et al.
Published: (2025)
by: Bauersfeld, Leonard, et al.
Published: (2025)
Runtime Learning of Quadruped Robots in Wild Environments
by: Cai, Yihao, et al.
Published: (2025)
by: Cai, Yihao, et al.
Published: (2025)
Similar Items
-
Learning Quadruped Locomotion Using Differentiable Simulation
by: Song, Yunlong, et al.
Published: (2024) -
Agile Robotics: Optimal Control, Reinforcement Learning, and Differentiable Simulation
by: Song, Yunlong, et al.
Published: (2024) -
Learning Quadrotor Control From Visual Features Using Differentiable Simulation
by: Heeg, Johannes, et al.
Published: (2024) -
Learning Deployable Locomotion Control via Differentiable Simulation
by: Schwarke, Clemens, et al.
Published: (2024) -
Learning on the Fly: Rapid Policy Adaptation via Differentiable Simulation
by: Pan, Jiahe, et al.
Published: (2025)