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Publications

Displaying results 611 to 620 of 15084.

  1. Quentin Delfosse; Jannis Blüml; Fabian Tatai; Théo Vincent; Bjarne Gregori; Elisabeth Dillies; Jan Peters; Constantin A. Rothkopf; Kristian Kersting

    Deep Reinforcement Learning Agents are not even close to Human Intelligence

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.21731, Pages 1-49, Computing Research Repository, 2025.

  2. Christoph Schuhmann; Robert Kaczmarczyk; Gollam Rabby; Felix Friedrich; Maurice Kraus; Krishna Kalyan; Kourosh Nadi; Huu Nguyen; Kristian Kersting; Sören Zepezauer

    EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.20033, Pages 1-29, Computing Research Repository, 2025.

  3. Nayari Lessa; Melya Boukheddimi; Frank Kirchner

    Adversarial Priors Unleashed with Soft Actor Critic

    In: Women in Machine Learning Workshop (WiML 2025) at NeurIPS. Neural Information Processing Systems (NeurIPS-2025), 20th Women in Machine Learning Workshop (WiML 2025), December 2-7, San Diego, USA, USA, n.n. 12/2025.

  4. Jonas Seng; Fabrizio Ventola; Zhongjie Yu; Kristian Kersting

    Hyperparameter Optimization via Interacting with Probabilistic Circuits

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.17804, Pages 1-39, Computing Research Repository, 2025.

  5. Nick Kocher; Christian Wassermann; Leona Hennig; Jonas Seng; Holger H. Hoos; Kristian Kersting; Marius Lindauer; Matthias S. Müller

    Guidelines for the Quality Assessment of Energy-Aware NAS Benchmarks

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.15631, Pages 1-10, Computing Research Repository, 2025.

  6. Tim Schneider; Guillaume Duret; Cristiana de Farias; Roberto Calandra; Liming Chen; Jan Peters

    Tactile MNIST: Benchmarking Active Tactile Perception

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.06361, Pages 1-39, arXiv, 2025.

  7. Théo Vincent; Yogesh Tripathi; Tim Lukas Faust; Yaniv Oren; Jan Peters; Carlo D'Eramo

    Bridging the Performance Gap Between Target-Free and Target-Based Reinforcement Learning With Iterated Q-Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.04398, Pages 1-22, arXiv, 2025.

  8. Bang You; Puze Liu; Huaping Liu; Jan Peters; Oleg Arenz

    Maximum Total Correlation Reinforcement Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.16734, Pages 1-23, arXiv, 2025.

  9. Khang Nguyen; Khai Nguyen; An T. Le; Jan Peters; Manfred Huber; Ngo Anh Vien; Minh Nhat Vu

    TD-GRPC: Temporal Difference Learning with Group Relative Policy Constraint for Humanoid Locomotion

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.13549, Pages 1-8, arXiv, 2025.

  10. Claudius Kienle; Benjamin Alt; Oleg Arenz; Jan Peters

    LODGE: Joint Hierarchical Task Planning and Learning of Domain Models with Grounded Execution

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.13497, Pages 1-20, arXiv, 2025.

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