3 ms·
What if we mix GOFAI with machine learning? Wouldn't the result surpass the capacity of either?
by DeathArrow 3y ago
What if we mix GOFAI with machine learning? Wouldn't the result surpass the capacity of either?
- f1shy 3y agoYes. It is called neurosymbolic programming.
- tsimionescu 3y agoThat's exactly how the AlphaX (AlphaGo, AlphaStar etc) are built. They use machine learning but also layers of Monte-Carlo tree search and other GOFAI "tricks".
- riku_iki 3y ago> Monte-Carlo tree search and other GOFAI "tricks" Is monte-carlo and similar really a GOFAI? My impression is that GOFAI is mostly some rule based systems like prolog, and other algorithms are not necessary in this category.
- tsimionescu 3y agoAs far as I know, most game-related algorithms are the products of GOFAI. Things like MinMax, A*, and yes, Monte-Carlo tree search are coming from this same pool.