Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents.
Jinyang LiNan HuoYan GaoJiayi ShiYingxiu ZhaoGe QuYurong WuChenhao MaJian-Guang LouReynold ChengPublished in: CoRR (2024)
Keyphrases
- data analysis
- multi agent
- multi agent systems
- multiagent systems
- intelligent agents
- multiple agents
- information visualization
- autonomous agents
- data visualization
- interactive exploration
- conversational agents
- cooperative
- virtual characters
- artificial agents
- data exploration
- software agents
- incomplete information
- agent architecture
- data collection
- visual analytics
- visualization tool
- action selection
- graphical display
- agent interactions
- multi aspect
- agent model
- computer graphics
- data mining
- data processing
- knowledge discovery
- game theoretic
- coalition formation
- user friendly
- multi agent simulation
- artificial intelligence
- learning agents
- neural network
- learning algorithm
- decision making
- agent based simulation
- rough sets
- dynamic environments
- virtual reality
- decision theoretic