Johannes Czech

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Variance Reduction

Imperfect Information Games

Markovian Decision

Top Venues

Frontiers Artif. Intell.

Publications

Felix Helfenstein, Jannis Blüml, Johannes Czech, Kristian Kersting
Checkmating One, by Using Many: Combining Mixture of Experts with MCTS to Improve in Chess. CoRR (2024)
Jannis Blüml, Johannes Czech, Kristian Kersting
AlphaZe∗∗: AlphaZero-like baselines for imperfect information games are surprisingly strong. Frontiers Artif. Intell. 6 (2023)
Johannes Czech, Jannis Blüml, Kristian Kersting
Representation Matters: The Game of Chess Poses a Challenge to Vision Transformers. CoRR (2023)
Jannis Weil, Johannes Czech, Tobias Meuser, Kristian Kersting
Know your Enemy: Investigating Monte-Carlo Tree Search with Opponent Models in Pommerman. CoRR (2023)
Johannes Czech, Patrick Korus, Kristian Kersting
Improving AlphaZero Using Monte-Carlo Graph Search. ICAPS (2021)
Maximilian Otte, Quentin Delfosse, Johannes Czech, Kristian Kersting
Generative Adversarial Neural Cellular Automata. CoRR (2021)
Johannes Czech, Patrick Korus, Kristian Kersting
Monte-Carlo Graph Search for AlphaZero. CoRR (2020)
Johannes Czech, Moritz Willig, Alena Beyer, Kristian Kersting, Johannes Fürnkranz
Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data. Frontiers Artif. Intell. 3 (2020)
Johannes Czech, Moritz Willig, Alena Beyer, Kristian Kersting, Johannes Fürnkranz
Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data. CoRR (2019)