ICCO: Learning an Instruction-conditioned Coordinator for Language-guided Task-aligned Multi-robot Control
Fuente:
arXiv
Saved in:
| Main Authors: | Yano, Yoshiki, Shibata, Kazuki, Kokshoorn, Maarten, Matsubara, Takamitsu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CoLF: Learning Consistent Leader-Follower Policies for Vision-Language-Guided Multi-Robot Cooperative Transport
by: Despature, Joachim Yann, et al.
Published: (2026)
by: Despature, Joachim Yann, et al.
Published: (2026)
ASBI: Leveraging Informative Real-World Data for Active Black-Box Simulator Tuning
by: Kim, Gahee, et al.
Published: (2025)
by: Kim, Gahee, et al.
Published: (2025)
Reinforcement Learning of Multi-robot Task Allocation for Multi-object Transportation with Infeasible Tasks
by: Shida, Yuma, et al.
Published: (2024)
by: Shida, Yuma, et al.
Published: (2024)
OIPP: Object-Adaptive Impact Point Predictor for Catching Diverse In-Flight Objects
by: Nguyen, Ngoc Huy, et al.
Published: (2025)
by: Nguyen, Ngoc Huy, et al.
Published: (2025)
DeReCo: Decoupling Representation and Coordination Learning for Object-Adaptive Decentralized Multi-Robot Cooperative Transport
by: Shibata, Kazuki, et al.
Published: (2026)
by: Shibata, Kazuki, et al.
Published: (2026)
Task-priority Intermediated Hierarchical Distributed Policies: Reinforcement Learning of Adaptive Multi-robot Cooperative Transport
by: Naito, Yusei, et al.
Published: (2024)
by: Naito, Yusei, et al.
Published: (2024)
Cooperative Grasping and Transportation using Multi-agent Reinforcement Learning with Ternary Force Representation
by: Bernard-Tiong, Ing-Sheng, et al.
Published: (2024)
by: Bernard-Tiong, Ing-Sheng, et al.
Published: (2024)
Leveraging Demonstrator-perceived Precision for Safe Interactive Imitation Learning of Clearance-limited Tasks
by: Oh, Hanbit, et al.
Published: (2024)
by: Oh, Hanbit, et al.
Published: (2024)
Reinforcement Learning of Flexible Policies for Symbolic Instructions with Adjustable Mapping Specifications
by: Hatanaka, Wataru, et al.
Published: (2025)
by: Hatanaka, Wataru, et al.
Published: (2025)
KGLAMP: Knowledge Graph-guided Language model for Adaptive Multi-robot Planning and Replanning
by: Shek, Chak Lam, et al.
Published: (2026)
by: Shek, Chak Lam, et al.
Published: (2026)
Scaling Tasks, Not Samples: Mastering Humanoid Control through Multi-Task Model-Based Reinforcement Learning
by: Liu, Shaohuai, et al.
Published: (2026)
by: Liu, Shaohuai, et al.
Published: (2026)
Reinforcement Learning Enabled Adaptive Multi-Task Control for Bipedal Soccer Robots
by: Zhang, Yulai, et al.
Published: (2026)
by: Zhang, Yulai, et al.
Published: (2026)
Subequivariant Reinforcement Learning Framework for Coordinated Motion Control
by: Wang, Haoyu, et al.
Published: (2024)
by: Wang, Haoyu, et al.
Published: (2024)
BEAC: Imitating Complex Exploration and Task-oriented Behaviors for Invisible Object Nonprehensile Manipulation
by: Tahara, Hirotaka, et al.
Published: (2025)
by: Tahara, Hirotaka, et al.
Published: (2025)
Mobile Robots through Task-Based Human Instructions using Incremental Curriculum Learning
by: Muttaqien, Muhammad A., et al.
Published: (2024)
by: Muttaqien, Muhammad A., et al.
Published: (2024)
LeVERB: Humanoid Whole-Body Control with Latent Vision-Language Instruction
by: Xue, Haoru, et al.
Published: (2025)
by: Xue, Haoru, et al.
Published: (2025)
Premover: Fast Vision-Language-Action Control by Acting Before Instructions Are Complete
by: Park, Joonha, et al.
Published: (2026)
by: Park, Joonha, et al.
Published: (2026)
LLM-guided Task and Motion Planning using Knowledge-based Reasoning
by: Din, Muhayy Ud, et al.
Published: (2024)
by: Din, Muhayy Ud, et al.
Published: (2024)
Anticipate & Collab: Data-driven Task Anticipation and Knowledge-driven Planning for Human-robot Collaboration
by: Singh, Shivam, et al.
Published: (2024)
by: Singh, Shivam, et al.
Published: (2024)
Learning Multi-Robot Coordination through Locality-Based Factorized Multi-Agent Actor-Critic Algorithm
by: Shek, Chak Lam, et al.
Published: (2025)
by: Shek, Chak Lam, et al.
Published: (2025)
Logical Specifications-guided Dynamic Task Sampling for Reinforcement Learning Agents
by: Shukla, Yash, et al.
Published: (2024)
by: Shukla, Yash, et al.
Published: (2024)
Learning-guided Prioritized Planning for Lifelong Multi-Agent Path Finding in Warehouse Automation
by: Zheng, Han, et al.
Published: (2026)
by: Zheng, Han, et al.
Published: (2026)
Data-Driven Dynamic Parameter Learning of manipulator robots
by: Elseiagy, Mohammed, et al.
Published: (2025)
by: Elseiagy, Mohammed, et al.
Published: (2025)
Destination-to-Chutes Task Mapping Optimization for Multi-Robot Coordination in Robotic Sorting Systems
by: Zhang, Yulun, et al.
Published: (2025)
by: Zhang, Yulun, et al.
Published: (2025)
CUBic: Coordinated Unified Bimanual Perception and Control Framework
by: Wang, Xingyu, et al.
Published: (2026)
by: Wang, Xingyu, et al.
Published: (2026)
Multi-Task Interactive Robot Fleet Learning with Visual World Models
by: Liu, Huihan, et al.
Published: (2024)
by: Liu, Huihan, et al.
Published: (2024)
Heterogeneous Multi-Expert Reinforcement Learning for Long-Horizon Multi-Goal Tasks in Autonomous Forklifts
by: Chen, Yun, et al.
Published: (2026)
by: Chen, Yun, et al.
Published: (2026)
PIP-LLM: Integrating PDDL-Integer Programming with LLMs for Coordinating Multi-Robot Teams Using Natural Language
by: Shi, Guangyao, et al.
Published: (2025)
by: Shi, Guangyao, et al.
Published: (2025)
Safe Probabilistic Planning for Human-Robot Interaction using Conformal Risk Control
by: Gonzales, Jake, et al.
Published: (2026)
by: Gonzales, Jake, et al.
Published: (2026)
Adaptive Domain Modeling with Language Models: A Multi-Agent Approach to Task Planning
by: Babu, Harisankar, et al.
Published: (2025)
by: Babu, Harisankar, et al.
Published: (2025)
Can LLM Agents Solve Collaborative Tasks? A Study on Urgency-Aware Planning and Coordination
by: Silva, João Vitor de Carvalho, et al.
Published: (2025)
by: Silva, João Vitor de Carvalho, et al.
Published: (2025)
CoordField: Coordination Field for Agentic UAV Task Allocation In Low-altitude Urban Scenarios
by: Zhang, Tengchao, et al.
Published: (2025)
by: Zhang, Tengchao, et al.
Published: (2025)
Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks
by: Parekh, Amit, et al.
Published: (2024)
by: Parekh, Amit, et al.
Published: (2024)
Scalable Multi-Task Reinforcement Learning for Generalizable Spatial Intelligence in Visuomotor Agents
by: Cai, Shaofei, et al.
Published: (2025)
by: Cai, Shaofei, et al.
Published: (2025)
Multi-task real-robot data with gaze attention for dual-arm fine manipulation
by: Kim, Heecheol, et al.
Published: (2024)
by: Kim, Heecheol, et al.
Published: (2024)
Projected Task-Specific Layers for Multi-Task Reinforcement Learning
by: Roberts, Josselin Somerville, et al.
Published: (2023)
by: Roberts, Josselin Somerville, et al.
Published: (2023)
Multi-Level Compositional Reasoning for Interactive Instruction Following
by: Bhambri, Suvaansh, et al.
Published: (2023)
by: Bhambri, Suvaansh, et al.
Published: (2023)
Novelty Adaptation Through Hybrid Large Language Model (LLM)-Symbolic Planning and LLM-guided Reinforcement Learning
by: Lu, Hong, et al.
Published: (2026)
by: Lu, Hong, et al.
Published: (2026)
Robotic State Recognition with Image-to-Text Retrieval Task of Pre-Trained Vision-Language Model and Black-Box Optimization
by: Kawaharazuka, Kento, et al.
Published: (2024)
by: Kawaharazuka, Kento, et al.
Published: (2024)
Tracing Energy Flow: Learning Tactile-based Grasping Force Control to Prevent Slippage in Dynamic Object Interaction
by: Kuo, Cheng-Yu, et al.
Published: (2025)
by: Kuo, Cheng-Yu, et al.
Published: (2025)
Similar Items
-
CoLF: Learning Consistent Leader-Follower Policies for Vision-Language-Guided Multi-Robot Cooperative Transport
by: Despature, Joachim Yann, et al.
Published: (2026) -
ASBI: Leveraging Informative Real-World Data for Active Black-Box Simulator Tuning
by: Kim, Gahee, et al.
Published: (2025) -
Reinforcement Learning of Multi-robot Task Allocation for Multi-object Transportation with Infeasible Tasks
by: Shida, Yuma, et al.
Published: (2024) -
OIPP: Object-Adaptive Impact Point Predictor for Catching Diverse In-Flight Objects
by: Nguyen, Ngoc Huy, et al.
Published: (2025) -
DeReCo: Decoupling Representation and Coordination Learning for Object-Adaptive Decentralized Multi-Robot Cooperative Transport
by: Shibata, Kazuki, et al.
Published: (2026)