AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning.
Shuofei QiaoNingyu ZhangRunnan FangYujie LuoWangchunshu ZhouYuchen Eleanor JiangChengfei LvHuajun ChenPublished in: ACL (1) (2024)
Keyphrases
- action selection
- learning systems
- neural network
- learning algorithm
- decision theoretic
- multi agent
- knowledge acquisition
- learning agent
- goal directed
- domain independent
- information retrieval
- stochastic domains
- autonomous learning
- agent model
- intelligent agents
- question answering
- supervised learning
- multi agent systems
- learning environment
- decision making
- mobile agents
- natural language processing
- solving problems
- learning capabilities
- reinforcement learning
- macro actions