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Monte Carlo Tree Search

A lightweight and generic C++14 implementation for Monte Carlo Tree Search algorithm.

Authors

  • Konstantinos Chatzilygeroudis (Inria)

Main references

  • UCT: Levente Kocsis and Csaba Szepesvari (2006). Bandit based Monte-Carlo Planning. Machine Learning: ECML
  • Continuous-MCTS: Adrien Couetoux(2013). Monte Carlo Tree Search for Continuous and Stochastic Sequential Decision Making Problems. Ph.D. dissertation - Universite Paris Sud - Paris XI
  • Survey: Cameron Browne, Edward Powley, Daniel Whitehouse, Simon Lucas, Peter I. Cowling, Philipp Rohlfshagen, Stephen Tavener, Diego Perez, Spyridon Samothrakis and Simon Colton (2012). A Survey of Monte Carlo Tree Search Methods. Transactions on Computational Intelligence and AI in Games, IEEE