Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation.
Cheng NiuXingguang WangXuxin ChengJuntong SongTong ZhangPublished in: CoRR (2024)
Keyphrases
- multi agent systems
- mathematical models
- mixed initiative
- simulation models
- cooperative
- probabilistic model
- user interaction
- intelligent agents
- multi agent
- multi agent simulation
- appearance model
- resource allocation
- mathematical model
- multiagent systems
- complex systems
- particle filter
- search engine
- object tracking
- autonomous agents
- dynamic environments
- visual tracking
- simulation model
- agent model
- end users
- agent systems
- user interface
- agent based models
- agent based simulation
- agent based modeling