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e-alphazero

E-AlphaZero: Code underlying the publication: Epistemic Monte Carlo Tree Search

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Description

This repository contains the implementation of an Alpha-Zero agent using the EMCTS algorithm, which is used in the experiments presented in the paper "Epistemic Monte Carlo Tree Search" (ICLR, 2025).

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Keywords
Epistemic Uncertainty
MCTS
Policy Improvement
Reinforcement learning
Search
Programming languages
  • Python 98%
  • Markdown 1%
  • Other 1%
License
  • CC-BY-4.0
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Contributors

YO
Yaniv Oren

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