Examples & Use Cases about carrot

[dan-ryan]

Flappy bird demo's been the standard when showing off neuroevolution.

Make a simple NN which learns to play soccer. Always good to impress ppl :)

No, something simples like this:

https://www.youtube.com/watch?v=uTzdif1AUlw

Can be even simpler by just one player moving and the other waits till its his turn. But the NN needs to learn what to do with the ball and that it should go to the opposite goal.

[luiscarbonell]

@dan-ryan Will put it as a placeholder here, for now: https://github.com/xviniette/FlappyLearning

[dan-ryan]

Ages back I suggested doing a Mario example with Neataptic. It would really show the power of Carrot's neuroevolution.
wagenaartje/neataptic#21

We could also port the Neataptic text prediction example (also listed in the above issue):
https://jsfiddle.net/wagenaartje/8r4mwe3d/5/

[luiscarbonell]

@Pummelchen @christianechevarria

Something like:

• https://gym.openai.com/envs/RoboschoolHumanoidFlagrunHarder-v1/
• or, https://gym.openai.com/envs/RoboschoolHumanoidFlagrun-v1/

???

Maybe with OpenAI's HTTP API version of their Gym: https://github.com/openai/gym-http-api

[luiscarbonell]

From reinforce.js, here's an example: https://mvrahden.github.io/learning-agents/

[christianechevarria]

Also ran into this: https://github.com/naptha/tesseract.js

Could make for some interesting demos

[luiscarbonell]

@dan-ryan Thank you for the Snake - just posting it here.

NOTE: Another snake demo.

[luiscarbonell]

These games are amazing for demo!!!

Other Games:

• https://github.com/adityathebe/brick-game-neuroevolution

[luiscarbonell]

Driving Games:

• https://codingtrain.github.io/NeuroEvolution-Vehicles/
• https://github.com/mitchvoll/NeuroEvolutionDriver

[luiscarbonell]

Robot Walking:

• https://github.com/mishig25/neuroevolution-robots
• https://adityathebe.github.io/evolutionSimulator/

[luiscarbonell]

Pong:

• https://github.com/zhebrak/neuro_pong/

[luiscarbonell]

Google Dinosaur Loading Screen:

• https://github.com/yafeunteun/neuroevolution-trex-on-steroids

[christianechevarria]

Hey everyone! Implemented a flappy-bird demo and playing around with it lately:

https://liquidcarrot.io/example.flappy-bird/

Thinking about making this a learning sandbox for new users with code examples, explanations on GAs, and generally showing off features of the library

Here's a screenshot: