Jannis Blüml

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Linear Value Function Approximation

Language Modeling Approaches

Reinforcement Learning

Imperfect Information

Top Venues

Frontiers Artif. Intell.

Publications

Cedric Derstroff, Jannis Brugger, Jannis Blüml, Mira Mezini, Stefan Kramer, Kristian Kersting
Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown. CoRR (2024)
Timo Kaufmann, Jannis Blüml, Antonia Wüst, Quentin Delfosse, Kristian Kersting, Eyke Hüllermeier
OCALM: Object-Centric Assessment with Language Models. CoRR (2024)
Quentin Delfosse, Jannis Blüml, Bjarne Gregori, Kristian Kersting
HackAtari: Atari Learning Environments for Robust and Continual Reinforcement Learning. CoRR (2024)
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)
Quentin Delfosse, Jannis Blüml, Bjarne Gregori, Sebastian Sztwiertnia, Kristian Kersting
OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments. CoRR (2023)
Johannes Czech, Jannis Blüml, Kristian Kersting
Representation Matters: The Game of Chess Poses a Challenge to Vision Transformers. CoRR (2023)
Yannik Keller, Jannis Blüml, Gopika Sudhakaran, Kristian Kersting
From Images to Connections: Can DQN with GNNs learn the Strategic Game of Hex? CoRR (2023)