Use Monte-Carlo Tree Search(MCTS) method to build an agent which is capable of playing the game 2048.
Run game2048.py
to play.
Set the parameters of MCTS in line 333~338 where c
is the explore constant, gamma
is discount, maxDepth
is for simulate and roll out and resource
limits the iterations for simulate.
When c = 150, gamma = 0.98, maxDepth = 30, resource = 200
, the agent makes it!