InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks.
Xueyu HuZiyu ZhaoShuang WeiZiwei ChaiGuoyin WangXuwu WangJing SuJingjing XuMing ZhuYao ChengJianbo YuanKun KuangYang YangHongxia YangFei WuPublished in: CoRR (2024)
Keyphrases
- data analysis tasks
- multi agent systems
- multi agent
- multiagent systems
- cooperative
- multiple agents
- autonomous agents
- intelligent agents
- software agents
- data mining
- feature selection
- data analysis
- artificial agents
- resource bounded
- agent systems
- data sets
- agent model
- multi agent simulation
- decision making
- multi agent planning
- bounded rationality
- heterogeneous agents
- real world
- learning agents
- open systems
- agent technology
- mobile agents
- reinforcement learning
- agent interactions
- action selection
- decision theoretic
- artificial intelligence
- scientific data management