Environment-adaptive learning from demonstration for proactive assistance in human–robot collaborative tasks

Research article (Robotics and Autonomous Systems, 2022) · cited 20× · AI/ML
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Environment-adaptive learning from demonstration for proactive assistance in human–robot collaborative tasks

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Environment-adaptive learning from demonstration for proactive assistance in human–robot collaborative tasks is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Environment-adaptive learning from demonstration for proactive assistance in human–robot collaborative tasks. Retrieved May 24, 2026, from https://4ort.xyz/entity/environment-adaptive-learning-from-demonstration-for-proactive-assistance-in-humanrobot-collaborative-tasks
MLA “Environment-adaptive learning from demonstration for proactive assistance in human–robot collaborative tasks.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/environment-adaptive-learning-from-demonstration-for-proactive-assistance-in-humanrobot-collaborative-tasks.
BibTeX @misc{4ortxyz_environment-adaptive-learning-from-demonstration-for-proactive-assistance-in-humanrobot-collaborative-tasks_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Environment-adaptive learning from demonstration for proactive assistance in human–robot collaborative tasks}}, year = {2026}, url = {https://4ort.xyz/entity/environment-adaptive-learning-from-demonstration-for-proactive-assistance-in-humanrobot-collaborative-tasks}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Environment-adaptive learning from demonstration for proactive assistance in human–robot collaborative tasks — https://4ort.xyz/entity/environment-adaptive-learning-from-demonstration-for-proactive-assistance-in-humanrobot-collaborative-tasks (retrieved 2026-05-24)

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