Copertina

Generative Multi-Agent Collaboration in Embodied AI: A Systematic Review

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Wu, Di, Wei, Xian, Chen, Guang, Shen, Hao, Wang, Xiangfeng, Li, Wenhao, Jin, Bo
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Multiagent Systems Artificial Intelligence Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

SkyRover: A Modular Simulator for Cross-Domain Pathfinding
di: Ma, Wenhui, et al.
Pubblicazione: (2025)

Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
di: Zhang, Yang, et al.
Pubblicazione: (2024)

Where Paths Collide: A Comprehensive Survey of Classic and Learning-Based Multi-Agent Pathfinding
di: Wang, Shiyue, et al.
Pubblicazione: (2025)

Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents
di: Hua, Yun, et al.
Pubblicazione: (2025)

Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning
di: Tang, Shuo, et al.
Pubblicazione: (2024)

A Comprehensive Review of AI Agents: Transforming Possibilities in Technology and Beyond
di: Qu, Xiaodong, et al.
Pubblicazione: (2025)

DR. WELL: Dynamic Reasoning and Learning with Symbolic World Model for Embodied LLM-Based Multi-Agent Collaboration
di: Nourzad, Narjes, et al.
Pubblicazione: (2025)

Dynamic Sight Range Selection in Multi-Agent Reinforcement Learning
di: Liao, Wei-Chen, et al.
Pubblicazione: (2025)

Improving Cooperation in Collaborative Embodied AI
di: Suprabha, Hima Jacob Leven, et al.
Pubblicazione: (2025)

Unifying Temporal and Structural Credit Assignment in LLM-Based Multi-Agent Prompt Optimization
di: Li, Wenwu, et al.
Pubblicazione: (2026)

SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems
di: Shindo, Hikaru, et al.
Pubblicazione: (2026)

SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology
di: Nie, Zheng, et al.
Pubblicazione: (2026)

Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems
di: Wang, Zhao, et al.
Pubblicazione: (2025)

Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation
di: Wang, Chenxu, et al.
Pubblicazione: (2025)

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms
di: Surabhi, Praneet Sai Madhu, et al.
Pubblicazione: (2025)

Skill-Aligned Fairness in Multi-Agent Learning for Collaboration in Healthcare
di: Ekpo, Promise Osaine, et al.
Pubblicazione: (2025)

AgentSchool: An LLM-Powered Multi-Agent Simulation for Education
di: Ye, Yulei, et al.
Pubblicazione: (2026)

Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing
di: Jin, Yue, et al.
Pubblicazione: (2024)

Multi-Agent Path Finding via Offline RL and LLM Collaboration
di: Atasever, Merve, et al.
Pubblicazione: (2025)

HAMLET: A Hierarchical and Adaptive Multi-Agent Framework for Live Embodied Theatrics
di: Jiang, Shufan, et al.
Pubblicazione: (2025)

MAGIC-MASK: Multi-Agent Guided Inter-Agent Collaboration with Mask-Based Explainability for Reinforcement Learning
di: Maliha, Maisha, et al.
Pubblicazione: (2025)

Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration
di: Wang, Zhimin, et al.
Pubblicazione: (2025)

Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning via Incorporating Generalized Human Expertise
di: Wu, Xuefei, et al.
Pubblicazione: (2025)

OMAC: A Holistic Optimization Framework for LLM-Based Multi-Agent Collaboration
di: Li, Shijun, et al.
Pubblicazione: (2025)

Multi-agent Embodied AI: Advances and Future Directions
di: Feng, Zhaohan, et al.
Pubblicazione: (2025)

An Empirical Study of Multi-Agent Collaboration for Automated Research
di: Shen, Yang, et al.
Pubblicazione: (2026)

IFPV: An Integrated Multi-Agent Framework for Generative Operational Planning and High-Fidelity Plan Verification
di: Huang, Zhigao, et al.
Pubblicazione: (2026)

GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems
di: Chen, Hongjiang, et al.
Pubblicazione: (2026)

Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems
di: Yang, Huchen, et al.
Pubblicazione: (2026)

GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space
di: Wang, Wentao, et al.
Pubblicazione: (2026)

AI Agent for Education: von Neumann Multi-Agent System Framework
di: Jiang, Yuan-Hao, et al.
Pubblicazione: (2024)

PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
di: Chen, Yiqun, et al.
Pubblicazione: (2022)

Learning to Communicate and Collaborate in a Competitive Multi-Agent Setup to Clean the Ocean from Macroplastics
di: Siedler, Philipp Dominic
Pubblicazione: (2023)

Hybrid Agentic AI and Multi-Agent Systems in Smart Manufacturing
di: Farahani, Mojtaba A., et al.
Pubblicazione: (2025)

A Unified Multi-Agent Framework for Universal Multimodal Understanding and Generation
di: Li, Jiulin, et al.
Pubblicazione: (2025)

PLAICraft: Large-Scale Time-Aligned Vision-Speech-Action Dataset for Embodied AI
di: He, Yingchen, et al.
Pubblicazione: (2025)

Adaptability in Multi-Agent Reinforcement Learning: A Framework and Unified Review
di: Hu, Siyi, et al.
Pubblicazione: (2025)

CogEvo-Edu: Cognitive Evolution Educational Multi-Agent Collaborative System
di: Wu, Yefeng, et al.
Pubblicazione: (2025)

Multi-Agent Decision Transformers for Dynamic Dispatching in Material Handling Systems Leveraging Enterprise Big Data
di: Lee, Xian Yeow, et al.
Pubblicazione: (2024)

CREW-WILDFIRE: Benchmarking Agentic Multi-Agent Collaborations at Scale
di: Hyun, Jonathan, et al.
Pubblicazione: (2025)