Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios.
Shijue HuangWanjun ZhongJianqiao LuQi ZhuJiahui GaoWeiwen LiuYutai HouXingshan ZengYasheng WangLifeng ShangXin JiangRuifeng XuQun LiuPublished in: CoRR (2024)
Keyphrases
- real world
- software tools
- wide range
- user friendly
- data sets
- uncertain environments
- planning problems
- case study
- mission planning
- higher level
- decision support
- high level
- decision making
- data mining
- real life
- synthetic data
- complex systems
- information systems
- learning algorithm
- complex environments
- ai planning
- frequently encountered
- genetic algorithm