TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision.
Ruiwen ZhouYingxuan YangMuning WenYing WenWenhao WangChunling XiGuoqiang XuYong YuWeinan ZhangPublished in: SIGIR (2024)
Keyphrases
- step wise
- decision making
- multi agent systems
- multi agent
- multiple agents
- decision process
- cooperative
- artificial agents
- retrieval accuracy
- efficient retrieval
- decision makers
- intelligent agents
- information retrieval systems
- multiagent systems
- image retrieval
- information retrieval
- autonomous agents
- software agents
- image database
- decision processes
- relational and xml data
- agent architecture
- relevance feedback
- query expansion
- text retrieval
- retrieval model
- dynamic environments
- agent model
- mobile agents
- reinforcement learning
- cognitive effort
- learning agents
- agent systems
- expected utility
- test collection
- resource allocation
- game theoretic
- retrieval process
- agent technology
- trust model
- retrieval method
- retrieval systems
- document retrieval
- content based retrieval