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awesome-multi-agent-papers
A compilation of the best multi-agent papers
https://github.com/kyegomez/awesome-multi-agent-papers
Last synced: 5 days ago
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Papers
- Generative Agents: Interactive Simulacra of Human Behavior
- Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
- K-Level Reasoning with Large Language Models
- LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration
- Automated Unit Test Improvement using Large Language Models
- Human-level play in the game of Diplomacy by combining language models with strategic reasoning
- AgentScope: A Flexible yet Robust Multi-Agent Platform
- Experiential Co-Learning of Software-Developing Agents
- Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Match Human Crowd Accuracy
- Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
- MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
- Evolutionary Optimization of Model Merging Recipes
- Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
- Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
- Learning to Decode Collaboratively with Multiple Language Models
- SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents
- Mora: Enabling Generalist Video Generation via A Multi-Agent Framework
- Scaling Instructable Agents Across Many Simulated Worlds
- Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
- On scalable oversight with weak LLMs judging strong LLMs
- AgentInstruct: Toward Generative Teaching with Agentic Flows
- Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
- Very Large-Scale Multi-Agent Simulation in AgentScope
- Mora: Enabling Generalist Video Generation via A Multi-Agent Framework
- LLM Agent Operating System
- MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
- CODER: ISSUE RESOLVING WITH MULTI-AGENT AND TASK GRAPHS
- EVOAGENT: Towards Automatic Multi-Agent: Generation via Evolutionary Algorithms
- Scaling Synthetic Data Creation with 1,000,000,000 Personas
- (Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts
- RouteLLM: An Open-Source Framework for Cost-Effective LLM Routing
- On scalable oversight with weak LLMs judging strong LLMs
- AgentInstruct: Toward Generative Teaching with Agentic Flows
- AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models
- Scaling Instructable Agents Across Many Simulated Worlds
- AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models
- Evolutionary Optimization of Model Merging Recipes
- AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
- CulturePark: Boosting Cross-cultural Understanding in Large Language Models
- Constitutional AI: Harmlessness from AI Feedback
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
- Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
- CulturePark: Boosting Cross-cultural Understanding in Large Language Models
- Constitutional AI: Harmlessness from AI Feedback
- Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
- Mixture-of-Agents Enhances Large Language Model Capabilities
- AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
- Mixture-of-Agents Enhances Large Language Model Capabilities
- CODER: ISSUE RESOLVING WITH MULTI-AGENT AND TASK GRAPHS
- EVOAGENT: Towards Automatic Multi-Agent: Generation via Evolutionary Algorithms
- Scaling Synthetic Data Creation with 1,000,000,000 Personas
- (Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts
- Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
- Very Large-Scale Multi-Agent Simulation in AgentScope
- Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
- LAMBDA: A Large Model Based Data Agent
- Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
- From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models
- Mindstorms in Natural Language-Based Societies of Mind
- LAMBDA: A Large Model Based Data Agent
- DIFFUSION AUGMENTED AGENTS: A FRAMEWORK FOR EFFICIENT EXPLORATION AND TRANSFER LEARNING
- From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models
- DIFFUSION AUGMENTED AGENTS: A FRAMEWORK FOR EFFICIENT EXPLORATION AND TRANSFER LEARNING
- Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning
- ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
- Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning
- ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
- Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
- Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
- The AI Scientist: The world’s first AI system for automating scientific research and open-ended discovery!
- CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
- The AI Scientist: The world’s first AI system for automating scientific research and open-ended discovery!
- CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
- Automated Design of Agentic Systems
- Integrating Expertise of Software Engineering Agents
- The Fellowship of the LLMs: Multi-Agent Workflows for Synthetic Preference Optimization Dataset Generation
- The Fellowship of the LLMs: Multi-Agent Workflows for Synthetic Preference Optimization Dataset Generation
- MEDCO: Medical Education Copilots Based on A Multi-Agent Framework
- Agentic Retrieval-Augmented Generation for Time Series Analysis
- Optimizing Collaboration of LLM based Agents for Finite Element
- BreachSeek: A Multi-Agent Automated Penetration Tester
- SCIAGENTS: AUTOMATING SCIENTIFIC DISCOVERY THROUGH MULTI-AGENT INTELLIGENT GRAPH REASONING ∗
- SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning
- SCIAGENTS: AUTOMATING SCIENTIFIC DISCOVERY THROUGH MULTI-AGENT INTELLIGENT GRAPH REASONING ∗
- Large Language Model-Based Agents for Software Engineering: A Survey
- AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing
- MEDCO: Medical Education Copilots Based on A Multi-Agent Framework
- Large Language Model-Based Agents for Software Engineering: A Survey
- AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing
- Agentic Retrieval-Augmented Generation for Time Series Analysis
- Optimizing Collaboration of LLM based Agents for Finite Element
- BreachSeek: A Multi-Agent Automated Penetration Tester
- SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning
- HERE
- Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent
- LLM-AGENT-UMF: LLM-BASED AGENT UNIFIED MODELING FRAMEWORK FOR SEAMLESS INTEGRATION OF MULTI ACTIVE/PASSIVE CORE-AGENTS
- Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts
- LLM-AGENT-UMF: LLM-BASED AGENT UNIFIED MODELING FRAMEWORK FOR SEAMLESS INTEGRATION OF MULTI ACTIVE/PASSIVE CORE-AGENTS
- Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts
- HERE
- Automated Unit Test Improvement using Large Language Models
- AgentScope: A Flexible yet Robust Multi-Agent Platform
- Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
- LLM Agent Operating System
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