AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems.
Junjie ZhangYupeng HouRuobing XieWenqi SunJulian J. McAuleyWayne Xin ZhaoLeyu LinJi-Rong WenPublished in: WWW (2024)
Keyphrases
- collaborative learning
- recommender systems
- multi agent systems
- cooperative
- dynamic logic
- oriented programming
- robotic agents
- multi agent
- multiagent systems
- intelligent agents
- agent programming
- programming language
- agent communication
- autonomous agents
- multiple agents
- agents and multi agent systems
- software agents
- artificial agents
- collaborative filtering
- agent architecture
- learning process
- agent systems
- user modeling
- individual learning
- language learning
- knowledge construction
- bdi agents
- resource allocation
- natural language
- knowledge building
- mobile agents
- cooperative behavior
- personalized recommendation
- content analysis
- autonomous systems
- user profiling
- matrix factorization
- adjustable autonomy
- information overload
- computer mediated
- user preferences
- autonomous entities
- agent technology
- decentralized control
- web based collaborative learning
- agent oriented programming language
- multi agent learning
- recommendation algorithms
- game theoretic
- agent model
- learning algorithm
- incomplete information
- learning outcomes
- dynamic environments
- decision making