Johannes Czech

According to our database, Johannes Czech authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Checkmating One, by Using Many: Combining Mixture of Experts with MCTS to Improve in Chess.

Felix Helfenstein, Jannis Blüml, Johannes Czech, Kristian Kersting

CoRR, 2024

Representation Matters for Mastering Chess: Improved Feature Representation in AlphaZero Outperforms Switching to Transformers.

Johannes Czech, Jannis Blüml, Kristian Kersting

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

AlphaZe∗∗: AlphaZero-like baselines for imperfect information games are surprisingly strong.

Jannis Blüml, Johannes Czech, Kristian Kersting

Frontiers Artif. Intell., February, 2023

Know your Enemy: Investigating Monte-Carlo Tree Search with Opponent Models in Pommerman.

Jannis Weil, Johannes Czech, Tobias Meuser, Kristian Kersting

CoRR, 2023

Representation Matters: The Game of Chess Poses a Challenge to Vision Transformers.

Johannes Czech, Jannis Blüml, Kristian Kersting

CoRR, 2023

2021

Generative Adversarial Neural Cellular Automata.

Maximilian Otte, Quentin Delfosse, Johannes Czech, Kristian Kersting

CoRR, 2021

Improving AlphaZero Using Monte-Carlo Graph Search.

Johannes Czech, Patrick Korus, Kristian Kersting

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

2020

Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data.

Johannes Czech, Moritz Willig, Alena Beyer, Kristian Kersting, Johannes Fürnkranz

Frontiers Artif. Intell., 2020

Monte-Carlo Graph Search for AlphaZero.

Johannes Czech, Patrick Korus, Kristian Kersting

CoRR, 2020