Representations are important too. Alphavile shows the improvment using an improved feature representation compared to using a transformer architecutre. Comic created using Adobe Firefly.
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Representation Matters for Mastering Chess: Improved Feature Representation in AlphaZero Outperforms Switching to Transformers
ECAI 2024
Paper
Slides
Additional Links
Paper + Appendix (Arxiv)
News Article TU Darmstadt
Authors
Johannes Czech
Jannis Blüml
Prof. Dr. Kristian Kersting
Hedinn Steingrimsson
Code
CrazyAra - Github Repository
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https://ml-research.github.io/people/jblueml/papertrees/alphavile
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