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Fabian Weigend

2 accepted papers

2024

Diff-Control: A Stateful Diffusion-based Policy for Imitation Learning

IROS 2024poster

While imitation learning provides a simple and effective framework for policy learning, acquiring consistent action during robot execution remains a challenging task. Existing approaches primarily focus on either modifying the action representation at data curation stage or altering the model itself…

Cited by 2SourcecodeScholar
2024

SiSCo: Signal Synthesis for Effective Human-Robot Communication Via Large Language Models

IROS 2024poster

Effective human-robot collaboration hinges on robust communication channels, with visual signaling playing a pivotal role due to its intuitive appeal. Yet, the creation of visually intuitive cues often demands extensive resources and specialized knowledge. The emergence of Large Language Models (LLM…

Cited by 1SourceScholar