Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning.
Qinhao ZhouZihan ZhangXiang XiangKe WangYuchuan WuYongbin LiPublished in: CoRR (2024)
Keyphrases
- special case
- decision making
- multi agent
- resource bounded
- cognitive agents
- reasoning process
- knowledge base
- multi agent systems
- knowledge representation
- parameter settings
- multiple agents
- parameter tuning
- closely related
- cooperative
- parameter values
- neural network
- software agents
- autonomous agents
- qualitative reasoning
- agent systems
- past experience
- mobile agents
- practical reasoning
- reasoning engine
- reasoning and decision making
- multi agent decision making