AI · alternatives · 2026
24 alternatives to Beetle-Race. (Unscientific) Visualization of Reinforcement Learning
An AI experiment: Watch beetles learn how to crawl through a small racetrack.
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Beetle-Race. (Unscientific) Visualization of Reinforcement Learning launched in 2018; newer entries below may have overtaken it.
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breeding bugs in the latent space
2020 · cunicode.com · its alternatives →
- 2IA
2017 · insect.sh · its alternatives →
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Circuit Tracer▲457Anthropic's open tools to see how AI thinks
2025 · anthropic.com · its alternatives →
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An experimental AI-organized search results page
2025 · blog.google · its alternatives →
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We built an ant colony simulation as an internal hiring challenge at Moment and decided to open it up publicly. You write a program in a custom assembly-like (we call it ant-ssembly) instruction set that controls 200 ants. Each ant can sense nearby cells (food, pheromones, home, other ants) but has no global view. The only coordination mechanism is pheromone trails, which ants can emit and sense them, but that's it. Your program runs identically on every ant. The goal is to collect the highest percentage of food across a set of maps. Different map layouts (clustered food, scattered,…
Mar 2026 · dev.moment.com · its alternatives →
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Runner AI▲351Build, optimize, and scale your AI-native store
Mar 2026 · runnerai.com · its alternatives →
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Fred▲109AI-orchestrated UX research with behavioural tracking
May 2026 · meet-fred.com · its alternatives →
- 12GB
2025 · attentionmech.github.io · its alternatives →
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Agentipedia▲80Agents that experiment together to 100x any outcome
Mar 2026 · agentipedia.ai · its alternatives →
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An incremental game about building up a giant swarm of bugs.
2015 · swarmsim.github.io · its alternatives →
- 15AG
2016 · leverlabs.io · its alternatives →
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Algomation▲77A didactic, animated, exposition of algorithms
2014 · algomation.com · its alternatives →
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- 18GA
2020 · amydyer.art · its alternatives →
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AWS DeepRacer▲119A 1/18th scale race car to learn machine learning 🚗
2018 · aws.amazon.com · its alternatives →
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Breed cars and make them evolve with natural selection.
2015 · rednuht.org · its alternatives →
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Hello everyone! I created a short game in just a few days, just for fun, where you play as an ant and feed it apples This game also features random landscape generation, with clouds and trees arranged in a chaotic pattern across all coordinates. This is what took me the longest time :) I would appreciate your feedback ^ ^
2025 · aanthonymax.github.io · its alternatives →
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Your Company Agentic Operating System. Contribute to desplega-ai/agent-swarm development by creating an account on GitHub.
Feb 2026 · github.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →