Generative agents for movie recommendation simulations using LLMs and the MovieLens dataset.

Screenshot of Agent4Rec

About Agent4Rec

Agent4Rec simulates 1,000 generative agents to model diverse social traits and preferences in movie recommendations. It uses the MovieLens-1M dataset to explore agent behavior in personalized recommendation environments, offering insights into agent actions like rating, watching, and interacting with recommendations. The system aids in studying generative agent applications in recommendation tasks and behavioral analysis.

Agentic

Developer
LehengTHU
Added
510 days ago

Analytics

519
Impressions
99
Views
9
Clicks

AI Agent Categories

Research Assistants

AI agents specialized in scientific research and literature analysis

Data Analysis

AI tools for data processing and insights

Recommender Systems

AI agents that provide personalized recommendations

Agent Development

Tools, frameworks, and platforms for building and deploying AI agents.

SEO AI Agents

Specialized AI tools to optimize website performance, improve search engine rankings, and analyze SEO metrics for better visibility.

Reviews

0.0
Based on 0 reviews
5 star
0%
4 star
0%
3 star
0%
2 star
0%
1 star
0%

Agent Pricing

Free Model

Completely free to use with no hidden costs. Access all features without any payment required.

Paid plans starting from

$0

Prices may vary based on usage volume and selected features. Contact sales for custom enterprise pricing.

View detailed pricing on website

Need help implementing Agent4Rec?

Connect with certified implementation partners who can help transform your business with Agent4Rec. Our vetted experts specialize in AI integration and deployment.

Find Implementation Partners

Vetted Experts

Pre-screened partners with proven expertise in AI implementation

Fast Deployment

Accelerate your AI integration with experienced professionals

Guaranteed Results

Work with partners who understand your business needs