27 ms·
DotA 2 is somewhere between Crack Cocaine and Heroin on the addiction scale. The other side of DotA's learning curve is that apart from being steep, it is also
by arjunnarayan 13y ago
DotA 2 is somewhere between Crack Cocaine and Heroin on the addiction scale. The other side of DotA's learning curve is that apart from being steep, it is also very deep: you can STILL learn so much more at the top skill levels because the game space is so large and unexplored.
I personally ended up building some custom Markov Chain Monte Carlo models (because with the Steam API you can pull a lot of match data) with shared priors just to understand the farming/win relationship per hero (and you need hierarchical Bayesian models because with 100+ heroes, 10 heroes per game, and needing to account for between-hero relationships, you run into the curse of dimensionality quickly).
It's almost more fun to analyze DotA computationally and watch tournaments than to play it (I watch more than I play). That's a truly ridiculous skill space and I could probably do an entire PhD's worth of statistics mining just off DotA 2.