Isaiah Brand

Papers

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About

Isaiah Brand is a robotics researcher whose work centers on accessible educational platforms and hierarchical planning for autonomous manipulation. His most impactful contribution, the PiDrone (2018, 37 citations), introduced a low-cost, open-source aerial robot built with Raspberry Pi and Python, enabling students to incrementally build, program, and test their own drones in a compelling introductory robotics course. This platform has become a cornerstone for hands-on robotics education, bridging theory and practice. Brand also advances long-horizon sequential manipulation through his 2021 work on active learning of abstract plan feasibility (13 citations). Here, he tackles the challenge of reliably predicting whether high-level abstract action sequences can be realized by lower-level motion planners—a critical bottleneck for hierarchical task planning. By learning feasibility models that guide search, his research improves the efficiency and robustness of robots performing complex, multi-step tasks. Brand’s work uniquely spans both the democratization of robotics education and the theoretical underpinnings of autonomous planning, demonstrating impact through practical tools and foundational algorithms that shape how robots learn and act in the real world.