April 2020
Intermediate to advanced
380 pages
9h 24m
English
Content preview from Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter
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Monte Carlo tree search implementation
A comprehensive MCTS algorithm implementation is present in the util/mcts.py file. This file provides the MCTS class, which has the following important functions:
- getMostVisitedAction: This function returns the action that is most visited when a state is passed to it.
- getActionInfo: This function returns the state information after any action has been performed.
- _simulation: This function performs a single game simulation and returns information about the game that was played during the simulation.
Finally, we need to create a neural network implementation.
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