Explore the groundbreaking world of ChatGPT-powered NPCs in this 22-minute video showcasing the first sandbox RPG game, Smallville. Dive into the innovative concept of generative agents, learn about their architecture, and understand how they simulate human behavior through memory streams, reflection, and planning. Discover the game's core mechanics, including inter-agent communication, user control, and environmental interaction. Examine the challenges and ethical considerations of creating AI-driven characters, and witness a demo of this revolutionary game that blurs the line between NPCs and real players.
ChatGPT Powered NPCs in Sandbox RPG Game Smallville - Generative Agents Interactive Simulacra
Software Engineering Courses - SE Courses via YouTube
Overview
Syllabus
Introduction to ChatGPT powered agents having first ever made RPG game Smallville
What is Smallville SandBox RPG Game
The community of the ChatGPT powered Smallville game
Core concept of the run by the GPT engine Smallville game
Inter-agent communication
User control
Environmental interaction
Smallville sandbox environment implementation
Example day in life of ChatGPT powered agents
Why the game is still far away from being a full-fledged game
Each day a new plan is made
Emerging social behaviors
Information diffusion
Relationship memory
The hardest part of such ChatGPT powered agents having RPG game making
Workflow of the Smallville game
Generative agent architecture
Memory and retrieval - the core of the game
Memory stream architecture
Reflection memory
Planning and reaction
Reacting and updating plans
From structured world environments to natural language
Human role playing evaluation
The problems of the ChatGPT powered game
Ethics and societal impact
Demo of the game
Taught by
Software Engineering Courses - SE Courses
