Methods › General › Stochastic Optimization › MAS
Mixing Adam and SGD
MAS
Introduced by Nicola Landro et al. in Mixing ADAM and SGD: a Combined Optimization Method
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Papers archive 2025-07-28
30 shown of 207, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Temperature and Persona Shape LLM Agent Consensus With Minimal Accuracy Gains in Qualitative Coding 15 Jul 2025 · 0 repositories · arXiv:2507.11198
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MATE: LLM-Powered Multi-Agent Translation Environment for Accessibility Applications 24 Jun 2025 · 1 repository · arXiv:2506.19502
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PBFT-Backed Semantic Voting for Multi-Agent Memory Pruning 19 Jun 2025 · 1 repository · arXiv:2506.17338
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Integrating Movable Antennas and Intelligent Reflecting Surfaces (MA-IRS): Fundamentals, Practical Solutions, and Opportunities 17 Jun 2025 · 0 repositories · arXiv:2506.14636
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Second Order State Hallucinations for Adversarial Attack Mitigation in Formation Control of Multi-Agent Systems 14 Jun 2025 · 0 repositories · arXiv:2506.17283
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Movable-Antenna Array Enhanced Downlink NOMA 13 Jun 2025 · 0 repositories · arXiv:2506.11438
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MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning 10 Jun 2025 · 0 repositories · arXiv:2506.08507
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G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems 9 Jun 2025 · 1 repository · arXiv:2506.07398
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A MARL-based Approach for Easing MAS Organization Engineering 5 Jun 2025 · 0 repositories · arXiv:2506.05437
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Demonstrations of Integrity Attacks in Multi-Agent Systems 5 Jun 2025 · 0 repositories · arXiv:2506.04572
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The Coming Crisis of Multi-Agent Misalignment: AI Alignment Must Be a Dynamic and Social Process 1 Jun 2025 · 0 repositories · arXiv:2506.01080
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Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems 31 May 2025 · 1 repository · arXiv:2506.00509
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SentinelAgent: Graph-based Anomaly Detection in Multi-Agent Systems 30 May 2025 · 0 repositories · arXiv:2505.24201
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Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development 28 May 2025 · 0 repositories · arXiv:2505.21898
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Topological Structure Learning Should Be A Research Priority for LLM-Based Multi-Agent Systems 28 May 2025 · 0 repositories · arXiv:2505.22467
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Creativity in LLM-based Multi-Agent Systems: A Survey 27 May 2025 · 0 repositories · arXiv:2505.21116
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Large Language Models Miss the Multi-Agent Mark 27 May 2025 · 0 repositories · arXiv:2505.21298
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MAS-Zero: Designing Multi-Agent Systems with Zero Supervision 26 May 2025 · 1 repository
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Streamlining Resilient Kubernetes Autoscaling with Multi-Agent Systems via an Automated Online Design Framework 26 May 2025 · 0 repositories · arXiv:2505.21559
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A Novel Zero-Trust Identity Framework for Agentic AI: Decentralized Authentication and Fine-Grained Access Control 25 May 2025 · 0 repositories · arXiv:2505.19301
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MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework 24 May 2025 · 0 repositories · arXiv:2505.18572
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An Outlook on the Opportunities and Challenges of Multi-Agent AI Systems 23 May 2025 · 0 repositories · arXiv:2505.18397
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Integrating Counterfactual Simulations with Language Models for Explaining Multi-Agent Behaviour 23 May 2025 · 0 repositories · arXiv:2505.17801
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Single-agent or Multi-agent Systems? Why Not Both? 23 May 2025 · 0 repositories · arXiv:2505.18286
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MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems 22 May 2025 · 1 repository · arXiv:2505.16988
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X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs 22 May 2025 · 1 repository · arXiv:2505.16997
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Meta-Design Matters: A Self-Design Multi-Agent System 21 May 2025 · 1 repository · arXiv:2505.14996Syntology ran 0 of 1 samples · 1 unverified
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IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems 18 May 2025 · 0 repositories · arXiv:2505.12442
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OMAC: A Broad Optimization Framework for LLM-Based Multi-Agent Collaboration 17 May 2025 · 1 repository · arXiv:2505.11765Syntology ran 3 of 15 samples · 12 unverified
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Agent-as-a-Service based on Agent Network 13 May 2025 · 0 repositories · arXiv:2505.08446
Tasks archive 2025-07-28
20 shown of 127 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections