- Certificate ID:
- EITC/AI/ARL/SLJ20004698
- Certificate type:
- EITC The European Information Technologies Certification Programme
- Programme name:
- EITC/AI/ARL Advanced Reinforced Learning
- Issue date:
- May 2023
- Holder's name:
- Svetoslav Minchev
- Holder's country:
- Bulgaria
- Examination center:
- EITCA Academy Brussels Belgium
- Earned ECTS credits:
- 2
Certification Programme examination result and description:
EITC/AI/ARL Advanced Reinforced Learning
60%
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)Earned ECTS credits: 2
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Validation link:
https://eitci.org/val?id=EITC/AI/ARL/SLJ20004698&t=30JQVzP1sLwPwnvD
