Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents.
Yifan SongDa YinXiang YueJie HuangSujian LiBill Yuchen LinPublished in: CoRR (2024)
Keyphrases
- multi agent
- multi agent systems
- optimization algorithm
- cooperative
- optimization problems
- optimization process
- multiple agents
- multiagent systems
- autonomous agents
- software agents
- artificial agents
- agent technology
- intelligent agents
- decision theoretic
- agent architecture
- bounded rationality
- global optimization
- optimization method
- mobile agents
- evolutionary algorithm
- action selection
- single agent
- agent systems
- agent receives
- distributed agents
- learning agents
- agent based simulation
- game theoretic
- coalition formation
- optimization methods
- incomplete information
- resource allocation