Learning Deployable Locomotion Control via Differentiable Simulation
Fuente:
arXiv
Saved in:
| Main Authors: | Schwarke, Clemens, Klemm, Victor, Bagajo, Joshua, Sleiman, Jean-Pierre, Georgiev, Ignat, Tordesillas, Jesus, Hutter, Marco |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DiffSim2Real: Deploying Quadrupedal Locomotion Policies Purely Trained in Differentiable Simulation
by: Bagajo, Joshua, et al.
Published: (2024)
by: Bagajo, Joshua, et al.
Published: (2024)
RAYEN: Imposition of Hard Convex Constraints on Neural Networks
by: Tordesillas, Jesus, et al.
Published: (2023)
by: Tordesillas, Jesus, et al.
Published: (2023)
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)
Residual Policy Learning for Perceptive Quadruped Control Using Differentiable Simulation
by: Luo, Jing Yuan, et al.
Published: (2024)
by: Luo, Jing Yuan, et al.
Published: (2024)
Learning Whole-Body Humanoid Locomotion via Motion Generation and Motion Tracking
by: Zhang, Zewei, et al.
Published: (2026)
by: Zhang, Zewei, 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)
Guided Reinforcement Learning for Robust Multi-Contact Loco-Manipulation
by: Sleiman, Jean-Pierre, et al.
Published: (2024)
by: Sleiman, Jean-Pierre, et al.
Published: (2024)
RSL-RL: A Learning Library for Robotics Research
by: Schwarke, Clemens, et al.
Published: (2025)
by: Schwarke, Clemens, et al.
Published: (2025)
Learning Agile Locomotion on Risky Terrains
by: Zhang, Chong, et al.
Published: (2023)
by: Zhang, Chong, et al.
Published: (2023)
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)
Scaling Rough Terrain Locomotion with Automatic Curriculum Reinforcement Learning
by: Li, Ziming, et al.
Published: (2026)
by: Li, Ziming, et al.
Published: (2026)
Symmetry Considerations for Learning Task Symmetric Robot Policies
by: Mittal, Mayank, et al.
Published: (2024)
by: Mittal, Mayank, et al.
Published: (2024)
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)
Pretraining in Actor-Critic Reinforcement Learning for Robot Locomotion
by: Fan, Jiale, et al.
Published: (2025)
by: Fan, Jiale, et al.
Published: (2025)
PWM: Policy Learning with Multi-Task World Models
by: Georgiev, Ignat, et al.
Published: (2024)
by: Georgiev, Ignat, et al.
Published: (2024)
Learning Risk-Aware Quadrupedal Locomotion using Distributional Reinforcement Learning
by: Schneider, Lukas, et al.
Published: (2023)
by: Schneider, Lukas, et al.
Published: (2023)
Rethinking Robustness Assessment: Adversarial Attacks on Learning-based Quadrupedal Locomotion Controllers
by: Shi, Fan, et al.
Published: (2024)
by: Shi, Fan, et al.
Published: (2024)
Learning Quadruped Locomotion Using Differentiable Simulation
by: Song, Yunlong, et al.
Published: (2024)
by: Song, Yunlong, et al.
Published: (2024)
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)
Attention-Based Map Encoding for Learning Generalized Legged Locomotion
by: He, Junzhe, et al.
Published: (2025)
by: He, Junzhe, et al.
Published: (2025)
Divide, Discover, Deploy: Factorized Skill Learning with Symmetry and Style Priors
by: Cathomen, Rafael, et al.
Published: (2025)
by: Cathomen, Rafael, et al.
Published: (2025)
Continuous-Time State Estimation Methods in Robotics: A Survey
by: Talbot, William, et al.
Published: (2024)
by: Talbot, William, et al.
Published: (2024)
SANDO: Safe Autonomous Trajectory Planning for Dynamic Unknown Environments
by: Kondo, Kota, et al.
Published: (2026)
by: Kondo, Kota, et al.
Published: (2026)
Symmetry-Guided Memory Augmentation for Efficient Locomotion Learning
by: Bao, Kaixi, et al.
Published: (2025)
by: Bao, Kaixi, et al.
Published: (2025)
Bridging the Gap: Enabling Soft Actor Critic for High Performance Legged Locomotion
by: Sabatini, Gianluca, et al.
Published: (2026)
by: Sabatini, Gianluca, et al.
Published: (2026)
Learning Robust Autonomous Navigation and Locomotion for Wheeled-Legged Robots
by: Lee, Joonho, et al.
Published: (2024)
by: Lee, Joonho, et al.
Published: (2024)
Achieving Precise and Reliable Locomotion with Differentiable Simulation-Based System Identification
by: Kovalev, Vyacheslav, et al.
Published: (2025)
by: Kovalev, Vyacheslav, et al.
Published: (2025)
GraspQP: Differentiable Optimization of Force Closure for Diverse and Robust Dexterous Grasping
by: Zurbrügg, René, et al.
Published: (2025)
by: Zurbrügg, René, et al.
Published: (2025)
Learning H-Infinity Locomotion Control
by: Long, Junfeng, et al.
Published: (2024)
by: Long, Junfeng, et al.
Published: (2024)
Efficient Model-Based Reinforcement Learning for Robot Control via Online Optimization
by: Nan, Fang, et al.
Published: (2025)
by: Nan, Fang, et al.
Published: (2025)
Simulator Adaptation for Sim-to-Real Learning of Legged Locomotion via Proprioceptive Distribution Matching
by: Dao, Jeremy, et al.
Published: (2026)
by: Dao, Jeremy, et al.
Published: (2026)
Identifying Terrain Physical Parameters from Vision -- Towards Physical-Parameter-Aware Locomotion and Navigation
by: Chen, Jiaqi, et al.
Published: (2024)
by: Chen, Jiaqi, 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)
Autonomous Forest Inventory with Legged Robots: System Design and Field Deployment
by: Mattamala, Matías, et al.
Published: (2024)
by: Mattamala, Matías, et al.
Published: (2024)
Generalizing from References using a Multi-Task Reference and Goal-Driven RL Framework
by: Wang, Jiashun, et al.
Published: (2026)
by: Wang, Jiashun, et al.
Published: (2026)
Sim-to-Real Fruit Detection Using Synthetic Data: Quantitative Evaluation and Embedded Deployment with Isaac Sim
by: Hutter-Mironovova, Martina
Published: (2026)
by: Hutter-Mironovova, Martina
Published: (2026)
Learning a Distributed Hierarchical Locomotion Controller for Embodied Cooperation
by: Hong, Chuye, et al.
Published: (2024)
by: Hong, Chuye, et al.
Published: (2024)
DFM: Deep Fourier Mimic for Expressive Dance Motion Learning
by: Watanabe, Ryo, et al.
Published: (2025)
by: Watanabe, Ryo, et al.
Published: (2025)
Agile Robotics: Optimal Control, Reinforcement Learning, and Differentiable Simulation
by: Song, Yunlong, et al.
Published: (2024)
by: Song, Yunlong, et al.
Published: (2024)
Robust-Locomotion-by-Logic: Perturbation-Resilient Bipedal Locomotion via Signal Temporal Logic Guided Model Predictive Control
by: Gu, Zhaoyuan, et al.
Published: (2024)
by: Gu, Zhaoyuan, et al.
Published: (2024)
Similar Items
-
DiffSim2Real: Deploying Quadrupedal Locomotion Policies Purely Trained in Differentiable Simulation
by: Bagajo, Joshua, et al.
Published: (2024) -
RAYEN: Imposition of Hard Convex Constraints on Neural Networks
by: Tordesillas, Jesus, et al.
Published: (2023) -
AME-2: Agile and Generalized Legged Locomotion via Attention-Based Neural Map Encoding
by: Zhang, Chong, et al.
Published: (2026) -
Residual Policy Learning for Perceptive Quadruped Control Using Differentiable Simulation
by: Luo, Jing Yuan, et al.
Published: (2024) -
Learning Whole-Body Humanoid Locomotion via Motion Generation and Motion Tracking
by: Zhang, Zewei, et al.
Published: (2026)