This AI Helps Testing The Games Of The Future! 🤖

TL;DR

AI agents can effectively test video games by exploring levels, finding bugs, and providing valuable feedback.

Transcript

Dear Fellow Scholars, this is Two Minute Papers with Dr. Károly Zsolnai-Fehér. Have you ever got stuck in a video game? Or found a glitch that would prevent you from finishing it? As many of you know, most well-known computer games undergo a ton of playtesting, an important step that is supposed to unveil these issues. So how is it possible that al... Read More

Key Insights

• 🐛 Playtesting by humans may miss bugs and glitches due to unintended consequences.
• 👾 AI agents can explore levels and identify game-breaking issues.
• 🍁 AI agents provide feedback through visualizations and trajectories for leaving the map.
• 👨‍🔬 The AI testing process is time-consuming but can improve efficiency with further research and development.
• 👾 AI testing has the potential to revolutionize the game development process.
• 🎮 Curiosity-driven AI agents can test video games more thoroughly than humans.
• 🎮 AI agents can find unintended paths or ways to bypass obstacles in video games.

Questions & Answers

Q: Why do bugs and glitches still exist in video games despite playtesting?

Playtesting by humans often fails to identify all issues due to unintended consequences of changes and the impracticality of retesting the entire game for every change made.

Q: How can AI agents contribute to game testing?

AI agents can explore levels, identify bugs and glitches, and provide valuable feedback to game developers. They can also build graphs to determine accessibility and provide trajectories for leaving the map.

Q: Can AI agents find game-breaking issues?

Yes, AI agents can find game-breaking issues such as bypassing intended obstacles or accessing inaccessible parts of the level. They can identify these issues and provide visualizations to help game designers make necessary fixes.

Q: How long does the AI testing process take?

The AI method can explore half the map in approximately an hour or two, 90% in about 28 hours, and up to 95% in a few more days. The process prioritizes curiosity over efficiency.

Summary & Key Takeaways

• Playtesting done by humans often overlooks bugs and glitches due to unintended consequences of changes made to the game.

• Curiosity-driven AI agents can thoroughly test video games by exploring levels and identifying game-breaking issues.

• AI agents can build graphs to show accessible parts of the level and provide trajectories for leaving the map, making bug fixes easier.