Developing Value Networks for Game 2048 with Reinforcement Learning

Author:

Matsuzaki Kiminori1

Affiliation:

1. School of Information, Kochi University of Technology

Publisher

Information Processing Society of Japan

Subject

General Computer Science

Reference29 articles.

1. [1] Adamkiewicz, M.: Q-learning for 2048: Exploring combinations of reinforcement learning and game tree search (2018), available from <http://web.stanford.edu/class/archive/cs/cs221/cs221.1192/2018/restricted/posters/mikadam/poster.pdf>.

2. [2] Allik, K., Rebane, R.-M., Sepp, R. and Valgma, L.: 2048 Report, available from <https://neuro.cs.ut.ee/wp-content/uploads/2018/02/alphago.pdf> (2018).

3. [3] Ballard, B.W.: The *-minimax search procedure for trees containing chance nodes, Artificial Intelligence, Vol.21, No.3, pp.327-350 (1983).

4. [4] Cirulli, G.: 2048, available from <http://gabrielecirulli.github.io/2048/> (2014).

5. [5] David, O.E., Netanyahu, N.S. and Wolf, L.: DeepChess: End-to-End Deep Neural Network for Automatic Learning in Chess, International Conference on Artificial Neural Networks and Machine Learning (ICANN 2016), pp.88-96 (2016).

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1. Yet More Optimistic Temporal Difference Learning for Game Mini2048;2024 IEEE Conference on Games (CoG);2024-08-05

2. Enhancement of CNN-based 2048 Player with Monte-Carlo Tree Search;2022 International Conference on Technologies and Applications of Artificial Intelligence (TAAI);2022-12

3. Gumbel MuZero for the Game of 2048;2022 International Conference on Technologies and Applications of Artificial Intelligence (TAAI);2022-12

4. Improving DNN-based 2048 Players with Global Embedding;2022 IEEE Conference on Games (CoG);2022-08-21

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