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Jahr: 2022
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  1. Tim Schneider; Boris Belousov; Hany Abdulsamad; Jan Peters

    Active inference for robotic manipulation

    In: The 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM2022). Multidisciplinary Conference on Reinforcement …

  2. Tim Schneider; Boris Belousov; Georgia Chalvatzaki; Diego Romeres; Devesh K. Jha; Jan Peters

    Active Exploration for Robotic Manipulation

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  3. Max Siebenborn; Boris Belousov; Junning Huang; Jan Peters

    How Crucial is Transformer in Decision Transformer?

    In: NeurIPS 2022 Workshop - Foundation Models for Decision Making. Workshop on Foundation Models for Decision Making (FMDM-2022), December 3, Virtual, …

  4. Rustam Galljamov; Guoping Zhao; Boris Belousov; André Seyfarth; Jan Peters

    Improving Sample Efficiency of Example-Guided Deep Reinforcement Learning for Bipedal Walking

    In: IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2022), November 28-30, …

  5. Philipp Woock; Ajish Babu

    Autonome Robotersysteme in der Altlastensanierung

    In: Volker Franzius; Michael Altenbockum; Thomas. Gerhold (Hrsg.). Handbuch Altlastensanierung und Flächenmanagement, Vol. 93. Aktualisierung, 3. …

  6. Soniya Vijayakumar

    Interpretability in Activation Space Analysis of Transformers: A Focused Survey

    In: AIMLAI' 22 Workshop. ACM International Conference on Information and Knowledge Management (CIKM-2022), October 17-21, Atlanta, Georgia, USA, CEUR …

  7. Amos Smith; Jeremy Coffelt; Kai Lingemann

    A Deep Learning Framework for Semantic Segmentation of Underwater Environments

    In: OCEANS 22 Hampton Roads. OCEANS MTS/IEEE Conference (OCEANS-2022), October 17-20, Hampton Roads, VA, USA, IEEE, 10/2022.

  8. Daniel Palenicek; Michael Lutter; Jan Peters

    Revisiting Model-based Value Expansion

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.14660, Pages 0-10, arXiv, 2022.

  9. Lei Xu; Tianyu Ren; Georgia Chalvatzaki; Jan Peters

    Accelerating Integrated Task and Motion Planning with Neural Feasibility Checking

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.10568, Pages 0-10, arXiv, 2022.

  10. Jascha Hellwig; Mark Baierl; Jo~ao Carvalho; Julen Urain; Jan Peters

    A Hierarchical Approach to Active Pose Estimation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.03919, Pages 0-10, arXiv, 2022.

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