Generative Multiagent Papers
- Generative Agents: Interactive Simulacra of Human Behavior
- ReAct: Synergizing Reasoning and Acting in Language Models
- Tree of Thoughts: Deliberate Problem Solving with Large Language Models
- AutoGen: Enabling Next-Gen Multi-Agent Autonomy
- When One LLM Drools, Multi-LLM Collaboration Rules
- MultiAgentBench: Evaluating the Collaboration and Competition of LLM Agents
- Why Do Multi-Agent LLM Systems Fail?
- ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
- Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
- Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems
- Agents Thinking Fast and Slow: A Talker-Reasoner Architecture for Language Model Agents
- Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
- Automated Design of Agentic Systems
- MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
- AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
- SciAgents: Automating Scientific Discovery through Multi-Agent Intelligent Graph Reasoning
- Mora: Enabling Generalist Video Generation via A Multi-Agent Framework
- PC-Agent: A Hierarchical Multi-Agent Framework for Complex Task Automation on PC
- Enhancing Reasoning with Collaboration and Memory in Large Language Models
- Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning
- The Fellowship of the LLMs: Multi-Agent Workflows for Synthetic Preference Optimization
- Multi-agent Architecture Search via Agentic Supernet
- A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application
- Large Language Model Based Multi-agents: A Survey of Progress and Challenges
- From RAG to Multi-Agent Systems: A Survey of Modern Approaches in LLM Development
