Retainer: AI-Powered Game Development Assistant
Research Project, Game Development, 2024
Retainer is an LLM-based agent for game development that enables natural language interaction to assist developers of all skill levels in game development and encapsulation.
Core Technologies
- Benchmark Development: Created natural language task-oriented small game development benchmark
- Inference Framework: Developed finetuned-LLMs based multi-node inference pipeline
- Component Generation: Built Intelligent Game Component Generation and Interaction System
- Scene Construction: Implemented Fully Automated Game Scene Construction and Rendering Pipeline
Key Benefits
- Streamlined Workflow: Enables developers to efficiently implement ideas while focusing on core gameplay mechanics rather than tedious details
- Cost Efficiency: Automates content generation and resource optimization, significantly reducing development and art costs
- Seamless Integration: Game components and scene construction tightly coupled with gameplay design for flexible creative implementation
- Educational Value: Modular design and clean code architecture facilitates rapid learning of game development
Achievement
Successfully secured $300K angel round investment from MiraclePlus.
