EITCI Certificate Supplement

Certificate ID:
Certificate type:
EITC The European Information Technologies Certification Programme
Programme name:
EITC/AI/ARL Advanced Reinforced Learning
Issue date:
July 2023
Holder's name:
Artur Ampilogov
Holder's country:
Examination center:
EITCA Academy Brussels Belgium

Certification Programme examination result and description:

EITC/AI/ARL Advanced Reinforced Learning
Certification Programme description: Introduction: introduction to reinforcement learning; Tradeoff between exploration and exploitation: exploration and exploitation; Markov decision processes: Markov decision processes and dynamic programming; Prediction and control: model-free prediction and control; Deep reinforcement learning: function approximation and deep reinforcement learning, policy gradients and actor critics, planning and models, advanced topics in deep, reinforcement learning, deep reinforcement learning agents; Case studies: classic games case study, AlphaGo mastering Go, AlphaZero mastering chess, Shogi and Go, AlphaZero defeating Stockfish in chess, AlphaStar mastering StartCraft II
Certification Programme version/revision: EITC/AI/ARLv1r1)

This supplement is a formal attachment to issued certificate.
All rights reserved. European IT Certification Institute, EITCI asbl, Brussels

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