LLM-Guided Strategy Synthesis for Scalable Equality Saturation
Fuente:
arXiv
Saved in:
| Main Authors: | Yin, Chenyun, Xiao, Youwei, Luo, Yuze, Zou, Yuyang, Liang, Yun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Lumos: Let there be Language Model System Certification
by: Chaudhary, Isha, et al.
Published: (2025)
by: Chaudhary, Isha, et al.
Published: (2025)
From Competition to Coordination: Market Making as a Scalable Framework for Safe and Aligned Multi-Agent LLM Systems
by: Gho, Brendan, et al.
Published: (2025)
by: Gho, Brendan, et al.
Published: (2025)
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
by: Zhou, Jialong, et al.
Published: (2025)
by: Zhou, Jialong, et al.
Published: (2025)
Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems
by: Wu, Shanglin, et al.
Published: (2026)
by: Wu, Shanglin, et al.
Published: (2026)
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation
by: Chen, Nuo, et al.
Published: (2026)
by: Chen, Nuo, et al.
Published: (2026)
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems
by: Ye, Rui, et al.
Published: (2025)
by: Ye, Rui, et al.
Published: (2025)
SkillFlow: Scalable and Efficient Agent Skill Retrieval System
by: Li, Fangzhou, et al.
Published: (2025)
by: Li, Fangzhou, et al.
Published: (2025)
Scheming Ability in LLM-to-LLM Strategic Interactions
by: Pham, Thao
Published: (2025)
by: Pham, Thao
Published: (2025)
Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems
by: Zhou, Ruiwen, et al.
Published: (2026)
by: Zhou, Ruiwen, et al.
Published: (2026)
Scaling Small Agents Through Strategy Auctions
by: Alazraki, Lisa, et al.
Published: (2026)
by: Alazraki, Lisa, et al.
Published: (2026)
DroidSpeak: KV Cache Sharing for Cross-LLM Communication and Multi-LLM Serving
by: Liu, Yuhan, et al.
Published: (2024)
by: Liu, Yuhan, et al.
Published: (2024)
LLM-Mediated Guidance of MARL Systems
by: Siedler, Philipp D., et al.
Published: (2025)
by: Siedler, Philipp D., et al.
Published: (2025)
Adaptive Memory Admission Control for LLM Agents
by: Zhang, Guilin, et al.
Published: (2026)
by: Zhang, Guilin, et al.
Published: (2026)
Self-Resource Allocation in Multi-Agent LLM Systems
by: Amayuelas, Alfonso, et al.
Published: (2025)
by: Amayuelas, Alfonso, et al.
Published: (2025)
Solving a Million-Step LLM Task with Zero Errors
by: Meyerson, Elliot, et al.
Published: (2025)
by: Meyerson, Elliot, et al.
Published: (2025)
Multi-agent Undercover Gaming: Hallucination Removal via Counterfactual Test for Multimodal Reasoning
by: Liang, Dayong, et al.
Published: (2025)
by: Liang, Dayong, et al.
Published: (2025)
Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents
by: Zhang, Xing, et al.
Published: (2026)
by: Zhang, Xing, et al.
Published: (2026)
Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration
by: Li, Yilong, et al.
Published: (2025)
by: Li, Yilong, et al.
Published: (2025)
Time to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games
by: Eckhaus, Niv, et al.
Published: (2025)
by: Eckhaus, Niv, et al.
Published: (2025)
ConfAgents: A Conformal-Guided Multi-Agent Framework for Cost-Efficient Medical Diagnosis
by: Zhao, Huiya, et al.
Published: (2025)
by: Zhao, Huiya, et al.
Published: (2025)
Can Proof Assistants Verify Multi-Agent Systems?
by: Mendez, Julian Alfredo, et al.
Published: (2025)
by: Mendez, Julian Alfredo, et al.
Published: (2025)
LLM-as-RNN: A Recurrent Language Model for Memory Updates and Sequence Prediction
by: Lu, Yuxing, et al.
Published: (2026)
by: Lu, Yuxing, et al.
Published: (2026)
Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives
by: Ko, Changgeon, et al.
Published: (2026)
by: Ko, Changgeon, et al.
Published: (2026)
LLM Review: Enhancing Creative Writing via Blind Peer Review Feedback
by: Li, Weiyue, et al.
Published: (2026)
by: Li, Weiyue, et al.
Published: (2026)
A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
by: Liu, Zijun, et al.
Published: (2023)
by: Liu, Zijun, et al.
Published: (2023)
iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference
by: Fan, Wei, et al.
Published: (2025)
by: Fan, Wei, et al.
Published: (2025)
StackPilot: Autonomous Function Agents for Scalable and Environment-Free Code Execution
by: Zhao, Xinkui, et al.
Published: (2025)
by: Zhao, Xinkui, et al.
Published: (2025)
From Assumptions to Actions: Turning LLM Reasoning into Uncertainty-Aware Planning for Embodied Agents
by: Seo, SeungWon, et al.
Published: (2026)
by: Seo, SeungWon, et al.
Published: (2026)
Stated Preference for Interaction and Continued Engagement (SPICE): Evaluating an LLM's Willingness to Re-engage in Conversation
by: Rost, Thomas Manuel, et al.
Published: (2025)
by: Rost, Thomas Manuel, et al.
Published: (2025)
MARBLE: A Multi-Agent Rule-Based LLM Reasoning Engine for Accident Severity Prediction
by: Qasim, Kaleem Ullah, et al.
Published: (2025)
by: Qasim, Kaleem Ullah, et al.
Published: (2025)
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration
by: Jia, Zhihao, et al.
Published: (2025)
by: Jia, Zhihao, et al.
Published: (2025)
DataSage: Multi-agent Collaboration for Insight Discovery with External Knowledge Retrieval, Multi-role Debating, and Multi-path Reasoning
by: Liu, Xiaochuan, et al.
Published: (2025)
by: Liu, Xiaochuan, et al.
Published: (2025)
UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems
by: Chen, Yiqun, et al.
Published: (2026)
by: Chen, Yiqun, et al.
Published: (2026)
Don't Overthink It: Inter-Rollout Action Agreement as a Free Adaptive-Compute Signal for LLM Agents
by: Sethi, Khushal
Published: (2026)
by: Sethi, Khushal
Published: (2026)
Trust, Lies, and Long Memories: Emergent Social Dynamics and Reputation in Multi-Round Avalon with LLM Agents
by: Ellawela, Suveen
Published: (2026)
by: Ellawela, Suveen
Published: (2026)
RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory
by: Liu, Jun, et al.
Published: (2025)
by: Liu, Jun, et al.
Published: (2025)
CONSCIENTIA: Can LLM Agents Learn to Strategize? Emergent Deception and Trust in a Multi-Agent NYC Simulation
by: Sinha, Aarush, et al.
Published: (2026)
by: Sinha, Aarush, et al.
Published: (2026)
RPA-Check: A Multi-Stage Automated Framework for Evaluating Dynamic LLM-based Role-Playing Agents
by: Rosati, Riccardo, et al.
Published: (2026)
by: Rosati, Riccardo, et al.
Published: (2026)
LLMs Working in Harmony: A Survey on the Technological Aspects of Building Effective LLM-Based Multi Agent Systems
by: Aratchige, R. M., et al.
Published: (2025)
by: Aratchige, R. M., et al.
Published: (2025)
Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents
by: Hua, Yun, et al.
Published: (2025)
by: Hua, Yun, et al.
Published: (2025)
Similar Items
-
Lumos: Let there be Language Model System Certification
by: Chaudhary, Isha, et al.
Published: (2025) -
From Competition to Coordination: Market Making as a Scalable Framework for Safe and Aligned Multi-Agent LLM Systems
by: Gho, Brendan, et al.
Published: (2025) -
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
by: Zhou, Jialong, et al.
Published: (2025) -
Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems
by: Wu, Shanglin, et al.
Published: (2026) -
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation
by: Chen, Nuo, et al.
Published: (2026)