Papers
11
Total Citations
217
H-Index
8
About
Jan Winkler is a robotics and artificial intelligence researcher whose work centers on knowledge representation, autonomous robot learning, and intelligent manipulation systems. He is perhaps best known for his foundational contributions to **Open-EASE**, a cloud-based knowledge processing service designed to equip autonomous robots with the reasoning capabilities needed to perform complex, human-scale manipulation tasks. This work, published across multiple venues in 2015, has accumulated over 100 combined citations, establishing it as a landmark contribution to the field of robot cognition and open robotics research. Winkler's broader research agenda explores how robots can learn from experience and memory. His 2014 paper on **CRAMm** (32 citations) demonstrated how robots performing everyday manipulation tasks could benefit from structured episodic memories, capturing perceptual and decision-making data for future use. He has also advanced the integration of big data, web technologies, and cloud computing into open robotics research infrastructure, advocating for a more collaborative and transparent research discipline. Beyond robotics, Winkler has shown interdisciplinary range with contributions to agricultural technology, including a 2019 paper on the future of weed management. His cumulative body of work reflects a consistent commitment to building intelligent, adaptive systems that bridge theoretical AI reasoning with real-world robotic application.
Research Focus
Key Achievements
Top Papers
- 1
- 2Open-EASE52 citations · 2015
- 3CRAMm -- Memories for Robots Performing Everyday Manipulation Activities32 citations · 2014
- 4Open robotics research using web-based knowledge services18 citations · 2016
- 5Open-EASE: A Cloud-Based Knowledge Service for Autonomous Learning16 citations · 2015
- 6Weed Management of the Future16 citations · 2019
- 7Robot action plans that form and maintain expectations11 citations · 2015
- 8
- 9
- 10Task Parametrization through Multi-modal Analysis of Robot Experiences3 citations · 2017