HEADER: Hierarchical Robot Exploration via Attention-Based Deep Reinforcement Learning with Expert-Guided Reward
Fuente:
arXiv
Saved in:
| Main Authors: | Cao, Yuhong, Wang, Yizhuo, Liang, Jingsong, Liao, Shuhao, Zhang, Yifeng, Li, Peizhuo, Sartoretti, Guillaume |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FARE: Fast-Slow Agentic Robotic Exploration
by: Liao, Shuhao, et al.
Published: (2026)
by: Liao, Shuhao, et al.
Published: (2026)
Deep Reinforcement Learning-based Large-scale Robot Exploration
by: Cao, Yuhong, et al.
Published: (2024)
by: Cao, Yuhong, et al.
Published: (2024)
DARE: Diffusion Policy for Autonomous Robot Exploration
by: Cao, Yuhong, et al.
Published: (2024)
by: Cao, Yuhong, et al.
Published: (2024)
CogniPlan: Uncertainty-Guided Path Planning with Conditional Generative Layout Prediction
by: Wang, Yizhuo, et al.
Published: (2025)
by: Wang, Yizhuo, et al.
Published: (2025)
Privileged Reinforcement and Communication Learning for Distributed, Bandwidth-limited Multi-robot Exploration
by: Ma, Yixiao, et al.
Published: (2024)
by: Ma, Yixiao, et al.
Published: (2024)
GRATE: a Graph transformer-based deep Reinforcement learning Approach for Time-efficient autonomous robot Exploration
by: Ni, Haozhan, et al.
Published: (2025)
by: Ni, Haozhan, et al.
Published: (2025)
MARVEL: Multi-Agent Reinforcement Learning for constrained field-of-View multi-robot Exploration in Large-scale environments
by: Chiun, Jimmy, et al.
Published: (2025)
by: Chiun, Jimmy, et al.
Published: (2025)
HDPlanner: Advancing Autonomous Deployments in Unknown Environments through Hierarchical Decision Networks
by: Liang, Jingsong, et al.
Published: (2024)
by: Liang, Jingsong, et al.
Published: (2024)
Attention-based Learning for 3D Informative Path Planning
by: Zhao, Rui, et al.
Published: (2025)
by: Zhao, Rui, et al.
Published: (2025)
HELM: Human-Preferred Exploration with Language Models
by: Liao, Shuhao, et al.
Published: (2025)
by: Liao, Shuhao, et al.
Published: (2025)
HeLoM: Hierarchical Learning for Whole-Body Loco-Manipulation by a Hexapod Robot
by: Yang, Xinrong, et al.
Published: (2025)
by: Yang, Xinrong, et al.
Published: (2025)
ORION: Option-Regularized Deep Reinforcement Learning for Cooperative Multi-Agent Online Navigation
by: Zhang, Shizhe, et al.
Published: (2026)
by: Zhang, Shizhe, et al.
Published: (2026)
IR2: Implicit Rendezvous for Robotic Exploration Teams under Sparse Intermittent Connectivity
by: Tan, Derek Ming Siang, et al.
Published: (2024)
by: Tan, Derek Ming Siang, et al.
Published: (2024)
LATS: Large Language Model Assisted Teacher-Student Framework for Multi-Agent Reinforcement Learning in Traffic Signal Control
by: Zhang, Yifeng, et al.
Published: (2026)
by: Zhang, Yifeng, et al.
Published: (2026)
GPO: Growing Policy Optimization for Legged Robot Locomotion and Whole-Body Control
by: Liao, Shuhao, et al.
Published: (2026)
by: Liao, Shuhao, et al.
Published: (2026)
Learning-based Hierarchical Control: Emulating the Central Nervous System for Bio-Inspired Legged Robot Locomotion
by: Sun, Ge, et al.
Published: (2024)
by: Sun, Ge, et al.
Published: (2024)
Multimodal Fused Learning for Solving the Generalized Traveling Salesman Problem in Robotic Task Planning
by: Cheng, Jiaqi, et al.
Published: (2025)
by: Cheng, Jiaqi, et al.
Published: (2025)
DecAP: Decaying Action Priors for Accelerated Imitation Learning of Torque-Based Legged Locomotion Policies
by: Sood, Shivam, et al.
Published: (2023)
by: Sood, Shivam, et al.
Published: (2023)
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control
by: Zhang, Yifeng, et al.
Published: (2025)
by: Zhang, Yifeng, et al.
Published: (2025)
COMPASS: Cooperative Multi-Agent Persistent Monitoring using Spatio-Temporal Attention Network
by: Zhang, Xingjian, et al.
Published: (2025)
by: Zhang, Xingjian, et al.
Published: (2025)
COIN: Collaborative Interaction-Aware Multi-Agent Reinforcement Learning for Self-Driving Systems
by: Zhang, Yifeng, et al.
Published: (2026)
by: Zhang, Yifeng, et al.
Published: (2026)
CoordLight: Learning Decentralized Coordination for Network-Wide Traffic Signal Control
by: Zhang, Yifeng, et al.
Published: (2026)
by: Zhang, Yifeng, et al.
Published: (2026)
CROSS: A Mixture-of-Experts Reinforcement Learning Framework for Generalizable Large-Scale Traffic Signal Control
by: Chen, Xibei, et al.
Published: (2026)
by: Chen, Xibei, et al.
Published: (2026)
SATA: Safe and Adaptive Torque-Based Locomotion Policies Inspired by Animal Learning
by: Li, Peizhuo, et al.
Published: (2025)
by: Li, Peizhuo, et al.
Published: (2025)
KiVi: Kinesthetic-Visuospatial Integration for Dynamic and Safe Egocentric Legged Locomotion
by: Li, Peizhuo, et al.
Published: (2025)
by: Li, Peizhuo, et al.
Published: (2025)
STAR: Swarm Technology for Aerial Robotics Research
by: Chiun, Jimmy, et al.
Published: (2024)
by: Chiun, Jimmy, et al.
Published: (2024)
SIGMA: Sheaf-Informed Geometric Multi-Agent Pathfinding
by: Liao, Shuhao, et al.
Published: (2025)
by: Liao, Shuhao, et al.
Published: (2025)
ImagiNav: Scalable Embodied Navigation via Generative Visual Prediction and Inverse Dynamics
by: Chen, Jie, et al.
Published: (2026)
by: Chen, Jie, et al.
Published: (2026)
APEX: Action Priors Enable Efficient Exploration for Robust Motion Tracking on Legged Robots
by: Sood, Shivam, et al.
Published: (2025)
by: Sood, Shivam, et al.
Published: (2025)
APEX: Action Priors Enable Efficient Exploration for Robust Motion Tracking on Legged Robots
by: Sood, Shivam, et al.
Published: (2025)
by: Sood, Shivam, et al.
Published: (2025)
AID: Agent Intent from Diffusion for Multi-Agent Informative Path Planning
by: Lew, Jeric, et al.
Published: (2025)
by: Lew, Jeric, et al.
Published: (2025)
REACT: Environment-Adaptive Architecture for Continuous Formation Navigation of Wheeled Mobile Robots
by: Dong, Jianghong, et al.
Published: (2026)
by: Dong, Jianghong, et al.
Published: (2026)
LNS2+RL: Combining Multi-Agent Reinforcement Learning with Large Neighborhood Search in Multi-Agent Path Finding
by: Wang, Yutong, et al.
Published: (2024)
by: Wang, Yutong, et al.
Published: (2024)
HierKick: Hierarchical Reinforcement Learning for Vision-Guided Soccer Robot Control
by: Chen, Yizhi, et al.
Published: (2026)
by: Chen, Yizhi, et al.
Published: (2026)
Certificated Actor-Critic: Hierarchical Reinforcement Learning with Control Barrier Functions for Safe Navigation
by: Xie, Junjun, et al.
Published: (2025)
by: Xie, Junjun, et al.
Published: (2025)
Mobile Robot Exploration Without Maps via Out-of-Distribution Deep Reinforcement Learning
by: Sivashangaran, Shathushan, et al.
Published: (2024)
by: Sivashangaran, Shathushan, et al.
Published: (2024)
Keyframe-Guided Structured Rewards for Reinforcement Learning in Long-Horizon Laboratory Robotics
by: Qiu, Yibo, et al.
Published: (2026)
by: Qiu, Yibo, et al.
Published: (2026)
Generalization in Deep Reinforcement Learning for Robotic Navigation by Reward Shaping
by: Miranda, Victor R. F., et al.
Published: (2022)
by: Miranda, Victor R. F., et al.
Published: (2022)
Deep Reinforcement Learning for Decentralized Multi-Robot Exploration With Macro Actions
by: Tan, Aaron Hao, et al.
Published: (2021)
by: Tan, Aaron Hao, et al.
Published: (2021)
Solving Robotics Tasks with Prior Demonstration via Exploration-Efficient Deep Reinforcement Learning
by: Shen, Chengyandan, et al.
Published: (2025)
by: Shen, Chengyandan, et al.
Published: (2025)
Similar Items
-
FARE: Fast-Slow Agentic Robotic Exploration
by: Liao, Shuhao, et al.
Published: (2026) -
Deep Reinforcement Learning-based Large-scale Robot Exploration
by: Cao, Yuhong, et al.
Published: (2024) -
DARE: Diffusion Policy for Autonomous Robot Exploration
by: Cao, Yuhong, et al.
Published: (2024) -
CogniPlan: Uncertainty-Guided Path Planning with Conditional Generative Layout Prediction
by: Wang, Yizhuo, et al.
Published: (2025) -
Privileged Reinforcement and Communication Learning for Distributed, Bandwidth-limited Multi-robot Exploration
by: Ma, Yixiao, et al.
Published: (2024)