Jannis Blüml - RankMe

15 papers A 1Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Boosting deep Reinforcement Learning using pretraining with Logical Options. CoRR Zihan Ye, Phil Chau, Raban Emunds, Jannis Blüml, Cedric Derstroff, Quentin Delfosse, Oleg Arenz, Kristian Kersting
2025	J	`jnl`	Better Decisions through the Right Causal World Model. CoRR Elisabeth Dillies, Quentin Delfosse, Jannis Blüml, Raban Emunds, Florian Peter Busch, Kristian Kersting
2025	J	`jnl`	Deep Reinforcement Learning Agents are not even close to Human Intelligence. CoRR Quentin Delfosse, Jannis Blüml, Fabian Tatai, Théo Vincent, Bjarne Gregori, Elisabeth Dillies, Jan Peters, Constantin A. Rothkopf, Kristian Kersting
2025	J	`jnl`	Deep Reinforcement Learning via Object-Centric Attention. CoRR Jannis Blüml, Cedric Derstroff, Bjarne Gregori, Elisabeth Dillies, Quentin Delfosse, Kristian Kersting
2025	J	`jnl`	Polynomial Regret Concentration of UCB for Non-Deterministic State Transitions. CoRR Can Cömer, Jannis Blüml, Cedric Derstroff, Kristian Kersting
2024	J	`jnl`	Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown. CoRR Cedric Derstroff, Jannis Brugger, Jannis Blüml, Mira Mezini, Stefan Kramer, Kristian Kersting
2024	J	`jnl`	Checkmating One, by Using Many: Combining Mixture of Experts with MCTS to Improve in Chess. CoRR Felix Helfenstein, Jannis Blüml, Johannes Czech, Kristian Kersting
2024	J	`jnl`	HackAtari: Atari Learning Environments for Robust and Continual Reinforcement Learning. CoRR Quentin Delfosse, Jannis Blüml, Bjarne Gregori, Kristian Kersting
2024	J	`jnl`	OCALM: Object-Centric Assessment with Language Models. CoRR Timo Kaufmann, Jannis Blüml, Antonia Wüst, Quentin Delfosse, Kristian Kersting, Eyke Hüllermeier
2024	J	`jnl`	OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments. RLJ Quentin Delfosse, Jannis Blüml, Bjarne Gregori, Sebastian Sztwiertnia, Kristian Kersting
2024	A	`conf`	Representation Matters for Mastering Chess: Improved Feature Representation in AlphaZero Outperforms Switching to Transformers. ECAI Johannes Czech, Jannis Blüml, Kristian Kersting, Hedinn Steingrimsson
2023	J	`jnl`	AlphaZe∗∗: AlphaZero-like baselines for imperfect information games are surprisingly strong. Frontiers Artif. Intell. Jannis Blüml, Johannes Czech, Kristian Kersting
2023	J	`jnl`	From Images to Connections: Can DQN with GNNs learn the Strategic Game of Hex? CoRR Yannik Keller, Jannis Blüml, Gopika Sudhakaran, Kristian Kersting
2023	J	`jnl`	OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments. CoRR Quentin Delfosse, Jannis Blüml, Bjarne Gregori, Sebastian Sztwiertnia, Kristian Kersting
2023	J	`jnl`	Representation Matters: The Game of Chess Poses a Challenge to Vision Transformers. CoRR Johannes Czech, Jannis Blüml, Kristian Kersting