Top 6 self-learning Open-Source Projects

• robotics-coursework

  1 2,399 0.0

  🤖 Places where you can learn robotics (and stuff like that) online 🤖

• muzero-general

  14 2,382 0.0 Python

  MuZero

Project mention: Open source rules engine for Magic: The Gathering | news.ycombinator.com | 2023-12-14

I went looking for MuZero implementations in order to see how, exactly, they interact with the game space. Based on this one, which had the most stars in the muzero topic, it appears that it needs to be able to discern legal next steps from the current game state https://github.com/werner-duvaud/muzero-general/blob/master/...

So, I guess for the cards Forge has implemented one could MuZero it, but I believe it's a bit chicken and egg with a "free text" game like M:TG -- in order to train one would need to know legal steps for any random game state, but in order to have legal steps one would need to be able to read and interpret English rules and card text

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• Meta-SelfLearning

  1 197 0.0 Python

  Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

• reallyconfused

  8 131 0.0 JavaScript

  Explore, Create and Share Learning Roadmaps in Tech 📍 🚀 🧗 🎒

• csle

  2 99 9.8 Python

  A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, reinforcement learning, optimization, evolutionary methods, and causal inference.

Project mention: Reinforcement learning environment for cyber security automation | /r/reinforcementlearning | 2023-09-01

• a-tiny-JS-world

  1 68 2.3 HTML

  A tiny task for those who isn't familiar with OOP and JS OOP in particular yet

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