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RL

Gerhard Neumann

Autonomous Learning Robots Karlsruhe Institute of Technology Karlsruhe, Germany
reinforcement learning imitation learning data-efficient robot learning human-robot interaction

The Autonomous Learning Robots chair develops learning algorithms for complex robot domains, with a strong emphasis on reinforcement and imitation learning.

Pros

  • Strong core RL and imitation-learning chair with excellent topical fit
  • Well-known data-efficient robot-learning and movement-primitive methods
  • Solid KIT robotics ecosystem and funding

ALR official team page

A quick heads-up: This list is a work in progress! The focus tags and pros are AI-generated, so they might occasionally miss the mark. If you spot any missing labs, notice an error, or have ideas for improvements, please feel free to open a pull request. We’d love your help making this better!