Human vs AI Battle in TrackMania: Who Will Win?

Table of Contents

1. Introduction
2. The AI vs. Human Battle
3. The AI's Reinforcement Learning System
4. The Vision-Based Driving of the AI
5. The Difficulty of Neo-Sliding
6. The Importance of Creativity in Beating the AI
7. The Wallbang Strategy
8. Loo's Victory Against the AI
9. The Future of AI vs. Human Battles
10. Conclusion

The Battle Between AI and Humans in TrackMania

Two months ago, a battle between an AI and a human took place in TrackMania. The human player, known as Virtual, played against the latest technology in a flat technical training track. The AI was able to beat all known human records, with a time of 2 minutes and 3.62 seconds. Virtual's personal best was 2 minutes and 4 seconds, which he thought was insane. The AI was able to make small adjustments and taps, which made it faster than any human player.

The AI's Reinforcement Learning System

The AI's general method is known as reinforcement learning. This means that the system learns through trial and error, and it is rewarded for making the right decisions. The AI is vision-based, which means that it drives using in-game screenshots. This allows the AI to see the track and make decisions based on what it sees.

The Vision-Based Driving of the AI

Many people thought that the AI was just trying enough times until it could see. However, as a demonstration, the 40 cars featured in the clip were driven by the same exact AI. The AI was able to drive great racing lines and do extremely precise things. It was even able to learn how to Neo-Slide, which is a difficult technique to master.

The Difficulty of Neo-Sliding

Neo-Sliding is when You drift at very low speed in tight spaces. You don't have enough speed to set up a regular drift, so you have to do an intricate steering movement. The AI was able to learn this technique, which made it even faster.

The Importance of Creativity in Beating the AI

Despite the AI's impressive driving skills, it lacked creativity. This is where human players have an AdVantage. Human players can think outside the box and find new ways to gain time. This is something that the AI cannot do.

The Wallbang Strategy

One strategy that Virtual discovered was the wallbang strategy. He found that you can full speed into a turn and then wall hit to realign your car for the next turn. This gives you a great setup for the next drift and allows you to gain time.

Loo's Victory Against the AI

Loo was able to beat the AI by using great slides and finding new ways to gain time. He was able to beat the AI by over 310 of a Second and deservedly claimed a $100 bounty. This shows that humans still have an advantage over AI in some areas.

The Future of AI vs. Human Battles

The battle between AI and humans in TrackMania is far from over. It will be interesting to see how AI technology develops and how human players adapt to new challenges. One thing is for sure, the future of gaming is going to be exciting.

Conclusion

In conclusion, the battle between AI and humans in TrackMania is a fascinating topic. The AI's reinforcement learning system and vision-based driving are impressive, but human players still have an advantage in creativity. The wallbang strategy and Loo's victory against the AI Show that humans can still beat AI in some areas. The future of AI vs. human battles is going to be exciting, and it will be interesting to see how technology develops in the coming years.

Highlights

• The AI's reinforcement learning system and vision-based driving are impressive.
• Human players have an advantage in creativity.
• The wallbang strategy and Loo's victory against the AI show that humans can still beat AI in some areas.
• The future of AI vs. human battles is going to be exciting.

FAQ

Q: What is TrackMania? A: TrackMania is a racing game where players race on various tracks and compete against each other.

Q: What is the AI's reinforcement learning system? A: The AI's reinforcement learning system is a method where the system learns through trial and error and is rewarded for making the right decisions.

Q: What is Neo-Sliding? A: Neo-Sliding is a technique where you drift at very low speed in tight spaces.

Q: What is the wallbang strategy? A: The wallbang strategy is a technique where you full speed into a turn and then wall hit to realign your car for the next turn.

Q: Can humans still beat AI in TrackMania? A: Yes, humans can still beat AI in some areas, such as creativity and finding new ways to gain time.