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  1. Compact Multi-Object Placement Using Adjacency-Aware Reinforcement Learning
    Located in Publications / 2024
    Compact Multi-Object Placement Using Adjacency-Aware Reinforcement Learning
  2. Context-Based Meta Reinforcement Learning for Robust and Adaptable Peg-in-Hole Assembly Tasks
    Located in Publications / 2025
    Context-Based Meta Reinforcement Learning for Robust and Adaptable Peg-in-Hole Assembly Tasks
  3. dengler
    Located in People
    dengler
  4. Efficient Manipulation-Enhanced Semantic Mapping With Uncertainty-Informed Action Selection
    Located in Publications / 2025
    Efficient Manipulation-Enhanced Semantic Mapping With Uncertainty-Informed Action Selection
  5. HortiBot: An Adaptive Multi-Arm System for Robotic Horticulture of Sweet Peppers
    Horticultural tasks such as pruning and selective harvesting are labor intensive and horticultural staff are hard to find. Automating these tasks is ...
    Located in Publications / 2024
    HortiBot: An Adaptive Multi-Arm System for Robotic Horticulture of Sweet Peppers
  6. Intelligent Manipulation
    In cluttered scenes, and with unknown objects, typical pick and place pipelines are sub-optimal. Assembly and rearrangement tasks require flexible manipulation ...
    Located in Research
    Intelligent Manipulation
  7. Interactive Shaping of Granular Media Using Reinforcement Learning
    Located in Publications / 2025
    Interactive Shaping of Granular Media Using Reinforcement Learning
  8. kreis
    Located in People
    kreis
  9. Learning Goal-Directed Non-Prehensile Pushing in Cluttered Scenes
    Located in Publications / 2022
  10. Learning Goal-Directed Object Pushing in Cluttered Scenes with Location-Based Attention
    Located in Publications / 2025
    Learning Goal-Directed Object Pushing in Cluttered Scenes with Location-Based Attention
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