Message Boards Message Boards

Bringing Monte Carlo tree search to Wolfram Language

Posted 2 months ago

Bringing Monte Carlo tree search to Wolfram Language

Attachments:
POSTED BY: Andrea Li
2 Replies
Posted 1 month ago

Wow Andrea! I was not aware of the untapped potential present within MCTS. This paper served as a great introduction to the topic for someone completely unfamiliar with the field. I appreciate you breaking down each component of the algorithm and showing the relevant math. Your feat of generalizing the algorithm to work in a modular way with all types of games is particularly impressive. The detailed analysis of how different parameters like UCB functions, exploration constants, and iteration counts impact the algorithm's performance was fascinating. Along with the comparisons to minimax, these really helped me understand how MCTS learns through iterations, and also showcased its true potential. Looking forward to your future work!

POSTED BY: Bharat Mekala

enter image description here -- you have earned Featured Contributor Badge enter image description here Your exceptional post has been selected for our editorial column Staff Picks http://wolfr.am/StaffPicks and Your Profile is now distinguished by a Featured Contributor Badge and is displayed on the Featured Contributor Board. Thank you!

POSTED BY: EDITORIAL BOARD
Reply to this discussion
Community posts can be styled and formatted using the Markdown syntax.
Reply Preview
Attachments
Remove
or Discard

Group Abstract Group Abstract