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Article

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Title

Mastering 2048 with Delayed Temporal Coherence Learning, Multi-Stage Weight Promotion, Redundant Encoding and Carousel Shaping

Authors

[ 1 ] Instytut Informatyki, Wydział Informatyki, Politechnika Poznańska | [ 2 ] Swiss AI Lab IDSIA (Dalle Molle Institute for Artificial Intelligence Research) | [ P ] employee

Year of publication

2018

Published in

IEEE Transactions on Games

Journal year: 2018 | Journal volume: vol. 10 | Journal number: iss. 1

Article type

scientific article

Publication language

english

Keywords
EN
  • n-tuple system
  • reinforcement learning
  • temporal coherence
  • 2048 game
  • tile coding
  • function approximation
  • Markov decision process
  • MDP
Date of online publication

11.01.2017

Pages (from - to)

1 - 13

DOI

10.1109/TCIAIG.2017.2651887

URL

http://ieeexplore.ieee.org/document/7814202/

Ministry points / journal

15

Ministry points / journal in years 2017-2021

15

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