MetaAgents: Simulating Interactions of Human Behaviors for LLM-based Task-oriented Coordination via Collaborative Generative Agents.
Yuan LiYixuan ZhangLichao SunPublished in: CoRR (2023)
Keyphrases
- human behavior
- coordination mechanisms
- multi agent systems
- human interactions
- multiple agents
- multi agent
- agent interactions
- multiagent systems
- agent behavior
- message exchange
- cooperative
- cooperative multiagent systems
- multi agent planning
- distributed agents
- agent teams
- autonomous agents
- multi agent coordination
- heterogeneous agents
- inter agent
- distributed problem solving
- coordination mechanism
- cooperating agents
- interacting agents
- virtual agents
- intelligent agents
- multiagent learning
- distributed artificial intelligence
- agent communication
- multi agent reinforcement learning
- negotiation strategies
- collaborative interactions
- open environments
- software agents
- win win
- daily life
- intelligent behavior
- multiagent coordination
- human subjects
- generative model
- joint action
- collaborative learning
- virtual characters
- information exchange
- agent societies
- mobile agents
- interaction protocols
- resource allocation
- intelligent software agents
- dialogue system
- eye tracking
- agent architecture
- visual attention
- open systems
- human interaction
- natural images