How A.I. Conquered Poker

• mtg

  2 127 0.0 Python

  State of the Art Magic: the Gathering Draft and DeckBuilder AI.

https://github.com/RyanSaxe/mtg

He was able to reach Mythic, the highest ranking tier on Magic Arena. Of course this is a different problem to actually playing the game (and probably significantly easier). That being said, this is one guy doing it as a side project with restricted resources.

I imagine that MTG could played quite successfully by an AI if someone where to dedicate the resources. Imo much of the difficulty is in laying the groundwork. Large amounts of data don't exist publicly and laying the framework for a bot to play itself would be quite difficult (and then the computation costs would be extremely expensive).

• pysc2

  6 7,908 3.1 Python

  StarCraft II Learning Environment

  

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• s2client-proto

  4 3,740 4.4 Python

  StarCraft II Client - protocol definitions used to communicate with StarCraft II.

  

Suggest a related project