Hierarchical Reinforcement Learning and Value Optimization for Challenging Quadruped Locomotion
Fuente:
arXiv
Saved in:
| Main Authors: | Coholich, Jeremiah, Murtaza, Muhammad Ali, Hutchinson, Seth, Kira, Zsolt |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Sim2real Image Translation Enables Viewpoint-Robust Policies from Fixed-Camera Datasets
by: Coholich, Jeremiah, et al.
Published: (2026)
by: Coholich, Jeremiah, et al.
Published: (2026)
Learning Quadruped Locomotion Using Differentiable Simulation
by: Song, Yunlong, et al.
Published: (2024)
by: Song, Yunlong, et al.
Published: (2024)
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)
Agent-Driven Autonomous Reinforcement Learning Research: Iterative Policy Improvement for Quadruped Locomotion
by: Khandelwal, Nimesh, et al.
Published: (2026)
by: Khandelwal, Nimesh, et al.
Published: (2026)
Learning Quadruped Locomotion Policies using Logical Rules
by: DeFazio, David, et al.
Published: (2021)
by: DeFazio, David, et al.
Published: (2021)
Safety Aware Task Planning via Large Language Models in Robotics
by: Khan, Azal Ahmad, et al.
Published: (2025)
by: Khan, Azal Ahmad, et al.
Published: (2025)
MTAC: Hierarchical Reinforcement Learning-based Multi-gait Terrain-adaptive Quadruped Controller
by: Shah, Nishaant, et al.
Published: (2023)
by: Shah, Nishaant, et al.
Published: (2023)
ManyQuadrupeds: Learning a Single Locomotion Policy for Diverse Quadruped Robots
by: Shafiee, Milad, et al.
Published: (2023)
by: Shafiee, Milad, et al.
Published: (2023)
Offline Adaptation of Quadruped Locomotion using Diffusion Models
by: O'Mahoney, Reece, et al.
Published: (2024)
by: O'Mahoney, Reece, et al.
Published: (2024)
Reinforcement Learning via Auxiliary Task Distillation
by: Harish, Abhinav Narayan, et al.
Published: (2024)
by: Harish, Abhinav Narayan, et al.
Published: (2024)
SafeMind: A Risk-Aware Differentiable Control Framework for Adaptive and Safe Quadruped Locomotion
by: Zhang, Zukun, et al.
Published: (2026)
by: Zhang, Zukun, et al.
Published: (2026)
Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning
by: Gupta, Gunshi, et al.
Published: (2025)
by: Gupta, Gunshi, et al.
Published: (2025)
Variable Stiffness for Robust Locomotion through Reinforcement Learning
by: Spoljaric, Dario, et al.
Published: (2025)
by: Spoljaric, Dario, et al.
Published: (2025)
Latent Action Priors for Locomotion with Deep Reinforcement Learning
by: Hausdörfer, Oliver, et al.
Published: (2024)
by: Hausdörfer, Oliver, et al.
Published: (2024)
Energy-Efficient Quadruped Locomotion with Compliant Feet
by: Pal, Pramod, et al.
Published: (2026)
by: Pal, Pramod, et al.
Published: (2026)
Real-Time Gait Adaptation for Quadrupeds using Model Predictive Control and Reinforcement Learning
by: Kotecha, Prakrut, et al.
Published: (2025)
by: Kotecha, Prakrut, et al.
Published: (2025)
MoRE: Unlocking Scalability in Reinforcement Learning for Quadruped Vision-Language-Action Models
by: Zhao, Han, et al.
Published: (2025)
by: Zhao, Han, et al.
Published: (2025)
Learning Terrain-Specialized Policies for Adaptive Locomotion in Challenging Environments
by: Angarola, Matheus P., et al.
Published: (2025)
by: Angarola, Matheus P., et al.
Published: (2025)
Visual CPG-RL: Learning Central Pattern Generators for Visually-Guided Quadruped Locomotion
by: Bellegarda, Guillaume, et al.
Published: (2022)
by: Bellegarda, Guillaume, et al.
Published: (2022)
Neural Circuit Architectural Priors for Quadruped Locomotion
by: Bhattasali, Nikhil X., et al.
Published: (2024)
by: Bhattasali, Nikhil X., et al.
Published: (2024)
Reduced-Order Model-Guided Reinforcement Learning for Demonstration-Free Humanoid Locomotion
by: Liu, Shuai, et al.
Published: (2025)
by: Liu, Shuai, et al.
Published: (2025)
QuadrupedGPT: Towards a Versatile Quadruped Agent in Open-ended Worlds
by: Mei, Yuting, et al.
Published: (2024)
by: Mei, Yuting, et al.
Published: (2024)
No More Blind Spots: Learning Vision-Based Omnidirectional Bipedal Locomotion for Challenging Terrain
by: Gadde, Mohitvishnu S., et al.
Published: (2025)
by: Gadde, Mohitvishnu S., et al.
Published: (2025)
Training Directional Locomotion for Quadrupedal Low-Cost Robotic Systems via Deep Reinforcement Learning
by: Böhm, Peter, et al.
Published: (2025)
by: Böhm, Peter, et al.
Published: (2025)
Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control
by: Li, Zhongyu, et al.
Published: (2024)
by: Li, Zhongyu, et al.
Published: (2024)
Evolutionary Morphology Towards Overconstrained Locomotion via Large-Scale, Multi-Terrain Deep Reinforcement Learning
by: Chen, Yenan, et al.
Published: (2024)
by: Chen, Yenan, et al.
Published: (2024)
Diffusion Policies with Value-Conditional Optimization for Offline Reinforcement Learning
by: Ma, Yunchang, et al.
Published: (2025)
by: Ma, Yunchang, et al.
Published: (2025)
E-SDS: Environment-aware See it, Do it, Sorted - Automated Environment-Aware Reinforcement Learning for Humanoid Locomotion
by: Yalcin, Enis, et al.
Published: (2025)
by: Yalcin, Enis, et al.
Published: (2025)
Efficiently Generating Expressive Quadruped Behaviors via Language-Guided Preference Learning
by: Clark, Jaden, et al.
Published: (2025)
by: Clark, Jaden, et al.
Published: (2025)
Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring
by: Park, Seongheon, et al.
Published: (2026)
by: Park, Seongheon, et al.
Published: (2026)
Robust Localization, Mapping, and Navigation for Quadruped Robots
by: Aditya, Dyuman, et al.
Published: (2025)
by: Aditya, Dyuman, et al.
Published: (2025)
Advancing Humanoid Locomotion: Mastering Challenging Terrains with Denoising World Model Learning
by: Gu, Xinyang, et al.
Published: (2024)
by: Gu, Xinyang, et al.
Published: (2024)
Robust Quadruped Locomotion via Evolutionary Reinforcement Learning
by: McAteer, Brian, et al.
Published: (2026)
by: McAteer, Brian, et al.
Published: (2026)
Flexible Locomotion Learning with Diffusion Model Predictive Control
by: Huang, Runhan, et al.
Published: (2025)
by: Huang, Runhan, et al.
Published: (2025)
GRoQ-LoCO: Generalist and Robot-agnostic Quadruped Locomotion Control using Offline Datasets
by: PP, Narayanan, et al.
Published: (2025)
by: PP, Narayanan, et al.
Published: (2025)
MASH: Cooperative-Heterogeneous Multi-Agent Reinforcement Learning for Single Humanoid Robot Locomotion
by: Liu, Qi, et al.
Published: (2025)
by: Liu, Qi, et al.
Published: (2025)
Evaluating Reinforcement Learning Algorithms for Navigation in Simulated Robotic Quadrupeds: A Comparative Study Inspired by Guide Dog Behaviour
by: Harrison, Emma M. A.
Published: (2025)
by: Harrison, Emma M. A.
Published: (2025)
PRIOR: Perceptive Learning for Humanoid Locomotion with Reference Gait Priors
by: Han, Chenxi, et al.
Published: (2026)
by: Han, Chenxi, et al.
Published: (2026)
Learning Smooth Humanoid Locomotion through Lipschitz-Constrained Policies
by: Chen, Zixuan, et al.
Published: (2024)
by: Chen, Zixuan, et al.
Published: (2024)
DHP: Discrete Hierarchical Planning for Hierarchical Reinforcement Learning Agents
by: Sharma, Shashank, et al.
Published: (2025)
by: Sharma, Shashank, et al.
Published: (2025)
Similar Items
-
Sim2real Image Translation Enables Viewpoint-Robust Policies from Fixed-Camera Datasets
by: Coholich, Jeremiah, et al.
Published: (2026) -
Learning Quadruped Locomotion Using Differentiable Simulation
by: Song, Yunlong, et al.
Published: (2024) -
Tiny Reinforcement Learning for Quadruped Locomotion using Decision Transformers
by: Akgün, Orhan Eren, et al.
Published: (2024) -
Agent-Driven Autonomous Reinforcement Learning Research: Iterative Policy Improvement for Quadruped Locomotion
by: Khandelwal, Nimesh, et al.
Published: (2026) -
Learning Quadruped Locomotion Policies using Logical Rules
by: DeFazio, David, et al.
Published: (2021)