Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents.
Haoyi XiongZhiyuan WangXuhong LiJiang BianZeke XieShahid MumtazLaura E. BarnesPublished in: CoRR (2024)
Keyphrases
- autonomous agents
- intelligent behavior
- connectionist models
- connectionist learning
- expert systems
- connectionist systems
- computational systems
- artificial intelligence
- neural network
- dynamic environments
- multi agent systems
- multiagent systems
- multi agent
- complex environments
- connectionist networks
- incomplete information
- control architecture
- distributed artificial intelligence
- resource bounded
- intelligent systems
- cognitive science
- changing environment
- coalition formation
- agent negotiation
- open systems
- knowledge representation
- multi agent environments
- computational intelligence
- mental states
- computer algebra systems
- bdi agents
- symbolic representation
- machine learning
- distributed control
- learning capabilities