Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents.
Yifan SongDa YinXiang YueJie HuangSujian LiBill Yuchen LinPublished in: ACL (1) (2024)
Keyphrases
- multi agent
- multi agent systems
- multiagent systems
- action selection
- multiple agents
- autonomous agents
- software agents
- cooperative
- intelligent agents
- mobile agents
- optimization problems
- optimization method
- resource allocation
- artificial agents
- agent architecture
- global optimization
- multi agent simulation
- agent technology
- single agent
- optimization algorithm
- cognitive agents
- open systems
- distributed agents
- automated negotiation
- bounded rationality
- genetic algorithm
- agent interactions
- agent systems
- reasoning process
- optimization model
- mental states
- agent model
- dynamic environments
- decision making