Agar.io bot by leomwu

agario-bot-framework

Agar.io Bot Framework for others to create their own bots.

Even though the bot included has many different algorithms such as genetic algorithms and velocity prediction, it is just an example and isn't optimized to get on the leaderboard. Please consider it as a sample of what is possible.

Feel free to fork this project and create your own custom bot

See the latest bot in action as well as development while streaming at http://nomday.com/lio

Purpose

The purpose of this bot is to explore decision-making based on statistics instead of hard-coded rules. This is not a bot to enhance normal gameplay. There's also no team-related features. Considerations should be fairly simple and not need to consider more than one other organism at a time. This effectly excludes any "advance" strategies. The code is designed to be "forked" easily so everything is kept at the bare necessities. If you want to (for example) create a better pathfinder, forking the code would be the best choice.

How to install from GitHub

Main Components for Improving Bot Performance

• Number of Possible Actions
• Number of Considerations per Action
• Number of Steps it can Look Ahead

How do we know how important each component is?

• We need to track bot performance over time and perform experiments.
• Vote on the next feature

Ways to improve components

Possible Actions

Split, Shoot, and creating new movement coordinates by taking the average of a sector of coordinates Sort actions by score and then find the mid point for them Create action generators

Considerations

• Dynamically normalize to make it easier to add new considerations.
• Let users contribute new considerations
• Make it so one consideration should only consider one action type.

Looking at Steps Ahead

Breath-first search using the fitness score and time

Possible meta games

• Hide'n'seek
• Sniper
• Bet the score
• VIP

BTC Donation: 1LJ6Bh9oAGJbyFH4HmonyPLHi1sFPzwyYf