Learning Risk-Aware Quadrupedal Locomotion using Distributional Reinforcement Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Schneider, Lukas, Frey, Jonas, Miki, Takahiro, Hutter, Marco |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
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)
Learning Robust Autonomous Navigation and Locomotion for Wheeled-Legged Robots
by: Lee, Joonho, et al.
Published: (2024)
by: Lee, Joonho, et al.
Published: (2024)
Robust Recovery Controller for a Quadrupedal Robot using Deep Reinforcement Learning
by: Lee, Joonho, et al.
Published: (2019)
by: Lee, Joonho, et al.
Published: (2019)
Pretraining in Actor-Critic Reinforcement Learning for Robot Locomotion
by: Fan, Jiale, et al.
Published: (2025)
by: Fan, Jiale, et al.
Published: (2025)
A Real-World Quadrupedal Locomotion Benchmark for Offline Reinforcement Learning
by: Zhang, Hongyin, et al.
Published: (2023)
by: Zhang, Hongyin, et al.
Published: (2023)
DAPPER: Discriminability-Aware Policy-to-Policy Preference-Based Reinforcement Learning for Query-Efficient Robot Skill Acquisition
by: Kadokawa, Yuki, et al.
Published: (2025)
by: Kadokawa, Yuki, et al.
Published: (2025)
Learning to Open and Traverse Doors with a Legged Manipulator
by: Zhang, Mike, et al.
Published: (2024)
by: Zhang, Mike, et al.
Published: (2024)
QuietPaw: Learning Quadrupedal Locomotion with Versatile Noise Preference Alignment
by: Zhang, Yuyou, et al.
Published: (2025)
by: Zhang, Yuyou, et al.
Published: (2025)
TAR: Teacher-Aligned Representations via Contrastive Learning for Quadrupedal Locomotion
by: Mousa, Amr, et al.
Published: (2025)
by: Mousa, Amr, et al.
Published: (2025)
Bipedalism for Quadrupedal Robots: Versatile Loco-Manipulation through Risk-Adaptive Reinforcement Learning
by: Zhang, Yuyou, et al.
Published: (2025)
by: Zhang, Yuyou, et al.
Published: (2025)
Risk-Aware Reinforcement Learning with Bandit-Based Adaptation for Quadrupedal Locomotion
by: Zeng, Yuanhong, et al.
Published: (2025)
by: Zeng, Yuanhong, et al.
Published: (2025)
Symmetry-Guided Memory Augmentation for Efficient Locomotion Learning
by: Bao, Kaixi, et al.
Published: (2025)
by: Bao, Kaixi, et al.
Published: (2025)
GainAdaptor: Learning Quadrupedal Locomotion with Dual Actors for Adaptable and Energy-Efficient Walking on Various Terrains
by: Kim, Mincheol, et al.
Published: (2024)
by: Kim, Mincheol, et al.
Published: (2024)
Investigating Lagrangian Neural Networks for Infinite Horizon Planning in Quadrupedal Locomotion
by: Kotecha, Prakrut, et al.
Published: (2025)
by: Kotecha, Prakrut, et al.
Published: (2025)
Diffusion Based Robust LiDAR Place Recognition
by: Krummenacher, Benjamin, et al.
Published: (2025)
by: Krummenacher, Benjamin, et al.
Published: (2025)
Uncertainty-Aware Robotic World Model Makes Offline Model-Based Reinforcement Learning Work on Real Robots
by: Li, Chenhao, et al.
Published: (2025)
by: Li, Chenhao, et al.
Published: (2025)
DiffSim2Real: Deploying Quadrupedal Locomotion Policies Purely Trained in Differentiable Simulation
by: Bagajo, Joshua, et al.
Published: (2024)
by: Bagajo, Joshua, et al.
Published: (2024)
Data-Efficient Task Generalization via Probabilistic Model-based Meta Reinforcement Learning
by: Bhardwaj, Arjun, et al.
Published: (2023)
by: Bhardwaj, Arjun, et al.
Published: (2023)
MEM: Multi-Modal Elevation Mapping for Robotics and Learning
by: Erni, Gian, et al.
Published: (2023)
by: Erni, Gian, et al.
Published: (2023)
PIP-Loco: A Proprioceptive Infinite Horizon Planning Framework for Quadrupedal Robot Locomotion
by: Shirwatkar, Aditya, et al.
Published: (2024)
by: Shirwatkar, Aditya, et al.
Published: (2024)
Toward Hardware-Agnostic Quadrupedal World Models via Morphology Conditioning
by: Danesh, Mohamad H., et al.
Published: (2026)
by: Danesh, Mohamad H., et al.
Published: (2026)
CaT: Constraints as Terminations for Legged Locomotion Reinforcement Learning
by: Chane-Sane, Elliot, et al.
Published: (2024)
by: Chane-Sane, Elliot, et al.
Published: (2024)
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)
PALo: Learning Posture-Aware Locomotion for Quadruped Robots
by: Miao, Xiangyu, et al.
Published: (2025)
by: Miao, Xiangyu, et al.
Published: (2025)
Tiny Reinforcement Learning for Quadruped Locomotion using Decision Transformers
by: Akgün, Orhan Eren, et al.
Published: (2024)
by: Akgün, Orhan Eren, et al.
Published: (2024)
Learning Visual Quadrupedal Loco-Manipulation from Demonstrations
by: He, Zhengmao, et al.
Published: (2024)
by: He, Zhengmao, et al.
Published: (2024)
Accelerated Online Reinforcement Learning using Auxiliary Start State Distributions
by: Mehra, Aman, et al.
Published: (2025)
by: Mehra, Aman, et al.
Published: (2025)
Dexterous Legged Locomotion in Confined 3D Spaces with Reinforcement Learning
by: Xu, Zifan, et al.
Published: (2024)
by: Xu, Zifan, et al.
Published: (2024)
McARL:Morphology-Control-Aware Reinforcement Learning for Generalizable Quadrupedal Locomotion
by: Mishra, Prakhar, et al.
Published: (2025)
by: Mishra, Prakhar, et al.
Published: (2025)
Towards Quadrupedal Jumping and Walking for Dynamic Locomotion using Reinforcement Learning
by: Olsen, Jørgen Anker, et al.
Published: (2025)
by: Olsen, Jørgen Anker, et al.
Published: (2025)
Co-jump: Cooperative Jumping with Quadrupedal Robots via Multi-Agent Reinforcement Learning
by: Dong, Shihao, et al.
Published: (2026)
by: Dong, Shihao, et al.
Published: (2026)
Jump-Start Reinforcement Learning with Self-Evolving Priors for Extreme Monopedal Locomotion
by: Zheng, Ziang, et al.
Published: (2025)
by: Zheng, Ziang, et al.
Published: (2025)
Learning to walk in confined spaces using 3D representation
by: Miki, Takahiro, et al.
Published: (2024)
by: Miki, Takahiro, et al.
Published: (2024)
Humanoid Whole-Body Locomotion on Narrow Terrain via Dynamic Balance and Reinforcement Learning
by: Xie, Weiji, et al.
Published: (2025)
by: Xie, Weiji, et al.
Published: (2025)
Actuator-Constrained Reinforcement Learning for High-Speed Quadrupedal Locomotion
by: Shin, Young-Ha, et al.
Published: (2023)
by: Shin, Young-Ha, et al.
Published: (2023)
Reinforcement Learning For Quadrupedal Locomotion: Current Advancements And Future Perspectives
by: Gurram, Maurya, et al.
Published: (2024)
by: Gurram, Maurya, et al.
Published: (2024)
Wild Visual Navigation: Fast Traversability Learning via Pre-Trained Models and Online Self-Supervision
by: Mattamala, Matías, et al.
Published: (2024)
by: Mattamala, Matías, et al.
Published: (2024)
Scaling Rough Terrain Locomotion with Automatic Curriculum Reinforcement Learning
by: Li, Ziming, et al.
Published: (2026)
by: Li, Ziming, et al.
Published: (2026)
Training and Simulation of Quadrupedal Robot in Adaptive Stair Climbing for Indoor Firefighting: An End-to-End Reinforcement Learning Approach
by: Huang, Baixiao, et al.
Published: (2026)
by: Huang, Baixiao, et al.
Published: (2026)
Similar Items
-
Rethinking Robustness Assessment: Adversarial Attacks on Learning-based Quadrupedal Locomotion Controllers
by: Shi, Fan, et al.
Published: (2024) -
Identifying Terrain Physical Parameters from Vision -- Towards Physical-Parameter-Aware Locomotion and Navigation
by: Chen, Jiaqi, et al.
Published: (2024) -
Learning Robust Autonomous Navigation and Locomotion for Wheeled-Legged Robots
by: Lee, Joonho, et al.
Published: (2024) -
Robust Recovery Controller for a Quadrupedal Robot using Deep Reinforcement Learning
by: Lee, Joonho, et al.
Published: (2019) -
Pretraining in Actor-Critic Reinforcement Learning for Robot Locomotion
by: Fan, Jiale, et al.
Published: (2025)