PreAct: Predicting Future in ReAct Enhances Agent's Planning Ability.
Dayuan FuJianzhao HuangSiyuan LuGuanting DongYejie WangKeqing HeWeiran XuPublished in: CoRR (2024)
Keyphrases
- predicting future
- external events
- action selection
- multi agent
- stochastic domains
- multi agent systems
- decision theoretic
- goal directed
- intelligent agents
- planning process
- semantic web service composition
- multiagent systems
- reactive agents
- social welfare
- plan execution
- current situation
- temporally extended
- world model
- heuristic search
- dynamic environments
- agent technology
- planning problems
- software agents
- autonomous agents
- decision making
- information gathering
- partially observable
- changing environment
- agent behavior
- incomplete knowledge
- mobile agents