AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning.
Jianguo ZhangTian LanRithesh MurthyZhiwei LiuWeiran YaoJuntao TanThai HoangLiangwei YangYihao FengZuxin LiuTulika Manoj AwalgaonkarJuan Carlos NieblesSilvio SavareseShelby HeineckeHuan WangCaiming XiongPublished in: CoRR (2024)
Keyphrases
- data sets
- data analysis
- prior knowledge
- learning process
- learning systems
- high quality
- training examples
- data mining techniques
- raw data
- data sources
- database
- case study
- data structure
- reinforcement learning
- data points
- knowledge discovery
- learning algorithm
- learning tasks
- missing data
- neural network
- decision theoretic
- agent architecture
- training process
- human experts
- mobile agents
- learning capabilities
- design process
- training samples
- data collection
- data processing
- online learning
- supervised learning
- small number
- probability distribution
- active learning
- xml documents
- multi agent systems