ExpeL: LLM Agents Are Experiential Learners.
Andrew ZhaoDaniel HuangQuentin XuMatthieu LinYong-Jin LiuGao HuangPublished in: AAAI (2024)
Keyphrases
- learning outcomes
- learning experience
- learning processes
- collaborative learning
- learning environment
- learning styles
- multi agent systems
- knowledge construction
- multi agent
- intelligent agents
- multiagent systems
- cooperative
- autonomous agents
- artificial agents
- multiple agents
- agent systems
- agent technology
- interacting agents
- learning process
- decision making
- agent model
- software agents
- resource allocation
- social welfare
- mobile agents
- lifelong learning
- embodied cognition
- incomplete information
- coalition formation
- complex environments
- agent architecture
- trust model
- bidding strategies
- social learning
- learning materials
- learning strategies
- virtual characters
- agent interactions
- learning systems
- agent behavior
- learning objects
- e learning