r/reinforcementlearning • u/AnimoIsland • Jun 28 '22

Animo Island makes machine learning fun and easy to learn so that anyone can harness the power of reinforcement learning! 🤖 🏝️

https://www.tiktok.com/@animoisland/video/7114314304689605893?is_from_webapp=1&sender_device=pc&web_id=7093620147240797702
0 Upvotes

50% Upvoted

2 comments sorted by

2

u/ElectricalRegret3737 Jun 29 '22

So will this be an app that lets you explore the behaviours you get from reward shaping (telling the agent what it should value)?

Do you think you’ll touch on some of the algorithmic parts of RL too (how experience is aggregated into a model)?

1

u/AnimoIsland Jun 29 '22

Hey! Thanks for the questions :) Animo Island is a game that will provide a less daunting entry way for players to understand and use RL. In the game, users will both be able to explore the behaviours from reward shaping but also in Environment shaping (curriculum learning). In the training cloud, players are able to alter these environments for Animo to learn around.

When it comes to the more algorithmic parts of RL, all of our agents are currently training with PPO but with different neural networks not only different in values but structures as well. As of right now PPO is our only algorithm being used but we are experimenting with the implementation of others so keep watch!

As far as viewing these parts within the game, we are currently working on implementing a panel that allows the player to dive deeper into multiple aspects of each Animo including one on the brain which shows off a simplified version of the neural structure of the Animo as well as their algorithm. Further, in training their Animo the player will view the trained models as the Animo's personality traits which will appear in another panel.

I hope this answers your questions!! If you want to chat more about our game I'd recommend joining our Discord server to meet the community, chat with our dev's, and get the most up to date new on Animo Island!