MALinZero: Efficient Low-Dimensional Search for Mastering Complex Multi-Agent Planning
Fuente:
arXiv
Saved in:
| Main Authors: | Tang, Sizhe, Chen, Jiayu, Lan, Tian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Agent Alpha: Tree Search Unifying Generation, Exploration and Evaluation for Computer-Use Agents
by: Tang, Sizhe, et al.
Published: (2026)
by: Tang, Sizhe, et al.
Published: (2026)
Reason in Chains, Learn in Trees: Self-Rectification and Grafting for Multi-turn Agent Policy Optimization
by: Li, Yu, et al.
Published: (2026)
by: Li, Yu, et al.
Published: (2026)
Metric-Gradient Projection for Stable Multi-Agent Policy Learning
by: Zhang, Zuyuan, et al.
Published: (2026)
by: Zhang, Zuyuan, et al.
Published: (2026)
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents
by: Chen, Rongqian, et al.
Published: (2026)
by: Chen, Rongqian, et al.
Published: (2026)
Cochain Perspectives on Temporal-Difference Signals for Learning Beyond Markov Dynamics
by: Zhang, Zuyuan, et al.
Published: (2026)
by: Zhang, Zuyuan, et al.
Published: (2026)
Lipschitz Lifelong Monte Carlo Tree Search for Mastering Non-Stationary Tasks
by: Zhang, Zuyuan, et al.
Published: (2025)
by: Zhang, Zuyuan, et al.
Published: (2025)
Variational Offline Multi-agent Skill Discovery
by: Chen, Jiayu, et al.
Published: (2024)
by: Chen, Jiayu, et al.
Published: (2024)
Plan Before Search: Search Agents Need Plan
by: Qian, Zhipeng, et al.
Published: (2026)
by: Qian, Zhipeng, et al.
Published: (2026)
NonZero: Interaction-Guided Exploration for Multi-Agent Monte Carlo Tree Search
by: Tang, Sizhe, et al.
Published: (2026)
by: Tang, Sizhe, et al.
Published: (2026)
Multi Graph Search for High-Dimensional Robot Motion Planning
by: Mishani, Itamar, et al.
Published: (2026)
by: Mishani, Itamar, et al.
Published: (2026)
MASP: Scalable GNN-based Planning for Multi-Agent Navigation
by: Yang, Xinyi, et al.
Published: (2023)
by: Yang, Xinyi, et al.
Published: (2023)
Heuristic Search for Multi-Objective Probabilistic Planning
by: Chen, Dillon, et al.
Published: (2023)
by: Chen, Dillon, et al.
Published: (2023)
Intrinsic Memory Agents: Heterogeneous Multi-Agent LLM Systems through Structured Contextual Memory
by: Yuen, Sizhe, et al.
Published: (2025)
by: Yuen, Sizhe, et al.
Published: (2025)
ParaCook: On Time-Efficient Planning for Multi-Agent Systems
by: Zhang, Shiqi, et al.
Published: (2025)
by: Zhang, Shiqi, et al.
Published: (2025)
SkillMaster: Toward Autonomous Skill Mastery in LLM Agents
by: Yang, Min, et al.
Published: (2026)
by: Yang, Min, et al.
Published: (2026)
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
by: Parmar, Mihir, et al.
Published: (2025)
by: Parmar, Mihir, et al.
Published: (2025)
IMAGINE: Integrating Multi-Agent System into One Model for Complex Reasoning and Planning
by: Zhang, Xikai, et al.
Published: (2025)
by: Zhang, Xikai, et al.
Published: (2025)
CausalPlan: Empowering Efficient LLM Multi-Agent Collaboration Through Causality-Driven Planning
by: Nguyen, Minh Hoang, et al.
Published: (2025)
by: Nguyen, Minh Hoang, et al.
Published: (2025)
Novelty Heuristics, Multi-Queue Search, and Portfolios for Numeric Planning
by: Chen, Dillon Z., et al.
Published: (2024)
by: Chen, Dillon Z., et al.
Published: (2024)
Data-Efficient Multi-Agent Spatial Planning with LLMs
by: Su, Huangyuan, et al.
Published: (2025)
by: Su, Huangyuan, et al.
Published: (2025)
Learning to Be A Doctor: Searching for Effective Medical Agent Architectures
by: Zhuang, Yangyang, et al.
Published: (2025)
by: Zhuang, Yangyang, et al.
Published: (2025)
DIRECT: Video Mashup Creation via Hierarchical Multi-Agent Planning and Intent-Guided Editing
by: Li, Ke, et al.
Published: (2026)
by: Li, Ke, et al.
Published: (2026)
Parallelized Planning-Acting for Efficient LLM-based Multi-Agent Systems in Minecraft
by: Li, Yaoru, et al.
Published: (2025)
by: Li, Yaoru, et al.
Published: (2025)
Dr. Zero: Self-Evolving Search Agents without Training Data
by: Yue, Zhenrui, et al.
Published: (2026)
by: Yue, Zhenrui, et al.
Published: (2026)
ELHPlan: Efficient Long-Horizon Task Planning for Multi-Agent Collaboration
by: Ling, Shaobin, et al.
Published: (2025)
by: Ling, Shaobin, et al.
Published: (2025)
High-Dimensional Search, Low-Dimensional Solution: Decoupling Optimization from Representation
by: Kalyoncuoglu, Yusuf, et al.
Published: (2025)
by: Kalyoncuoglu, Yusuf, et al.
Published: (2025)
Large-Scale Multi-Robot Coverage Path Planning via Local Search
by: Tang, Jingtao, et al.
Published: (2023)
by: Tang, Jingtao, et al.
Published: (2023)
Regret-Guided Search Control for Efficient Learning in AlphaZero
by: Tsai, Yun-Jui, et al.
Published: (2026)
by: Tsai, Yun-Jui, et al.
Published: (2026)
AOT*: Efficient Synthesis Planning via LLM-Empowered AND-OR Tree Search
by: Song, Xiaozhuang, et al.
Published: (2025)
by: Song, Xiaozhuang, et al.
Published: (2025)
TriFlow: A Progressive Multi-Agent Framework for Intelligent Trip Planning
by: Chen, Yuxing, et al.
Published: (2025)
by: Chen, Yuxing, et al.
Published: (2025)
PeopleSearchBench: A Multi-Dimensional Benchmark for Evaluating AI-Powered People Search Platforms
by: Wang, Wei, et al.
Published: (2026)
by: Wang, Wei, et al.
Published: (2026)
Beyond Monolithic Architectures: A Multi-Agent Search and Knowledge Optimization Framework for Agentic Search
by: Chen, Yiqun, et al.
Published: (2026)
by: Chen, Yiqun, et al.
Published: (2026)
Beyond Entangled Planning: Task-Decoupled Planning for Long-Horizon Agents
by: Li, Yunfan, et al.
Published: (2026)
by: Li, Yunfan, et al.
Published: (2026)
ToolTree: Efficient LLM Agent Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning
by: Yang, Shuo, et al.
Published: (2026)
by: Yang, Shuo, et al.
Published: (2026)
SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent
by: Cao, Shiyi, et al.
Published: (2025)
by: Cao, Shiyi, et al.
Published: (2025)
Multi-Agent Motion Planning For Differential Drive Robots Through Stationary State Search
by: Yan, Jingtian, et al.
Published: (2024)
by: Yan, Jingtian, et al.
Published: (2024)
Robust and Efficient Communication in Multi-Agent Reinforcement Learning
by: Liu, Zejiao, et al.
Published: (2025)
by: Liu, Zejiao, et al.
Published: (2025)
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
by: Liu, Jiayu, et al.
Published: (2025)
by: Liu, Jiayu, et al.
Published: (2025)
Human Body Digital Twin: A Master Plan
by: Tang, Chenyu, et al.
Published: (2023)
by: Tang, Chenyu, et al.
Published: (2023)
BrowseMaster: Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair
by: Pang, Xianghe, et al.
Published: (2025)
by: Pang, Xianghe, et al.
Published: (2025)
Similar Items
-
Agent Alpha: Tree Search Unifying Generation, Exploration and Evaluation for Computer-Use Agents
by: Tang, Sizhe, et al.
Published: (2026) -
Reason in Chains, Learn in Trees: Self-Rectification and Grafting for Multi-turn Agent Policy Optimization
by: Li, Yu, et al.
Published: (2026) -
Metric-Gradient Projection for Stable Multi-Agent Policy Learning
by: Zhang, Zuyuan, et al.
Published: (2026) -
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents
by: Chen, Rongqian, et al.
Published: (2026) -
Cochain Perspectives on Temporal-Difference Signals for Learning Beyond Markov Dynamics
by: Zhang, Zuyuan, et al.
Published: (2026)