Integrating Modelling and Machine Learning for Autonomous Robotics – Dr Paul Robertson, Dynamic Object Language Labs
Original Article Reference
This SciPod is a summary of the paper:
Share Episode
About this episode
Machine learning is rapidly advancing the decision-making capabilities of today’s computers, yet without an in-depth knowledge of the programming it involves, many engineers and researchers find current technology inaccessible. Dr Paul Robertson at Dynamic Object Language Labs (DOLL) in Massachusetts believes that a solution to the issue may have been hidden in plain sight: machine learning itself. His ideas have now culminated in ‘Pamela’: a universal, open-source language capable of modelling real-world systems, and building plans to overcome challenges. The language and its related tools could soon open up significant opportunities in the emerging field of artificial intelligence.
This work is licensed under a Creative Commons Attribution 4.0 International License.
What does this mean?
Share: You can copy and redistribute the material in any medium or format
Adapt: You can change, and build upon the material for any purpose, even commercially.
Credit: You must give appropriate credit, provide a link to the license, and indicate if changes were made.
Related episodes
Dr Daisuke Minakata | Sunshine and Organic Molecules in Water
Organic molecules dissolved in rivers, lakes, seas and oceans are essential to plant and animal life. Some of these molecules are also degraded and enter a complex cycle of carbon, nitrogen and sulphur containing compounds. Surprisingly, scientists currently have a limited understanding of the fate of these molecules. Dr Daisuke Minakata and his colleagues from Michigan Technological University are involved in an ambitious programme to overcome this critical knowledge gap.
Professor Gabi Schierning | Exploring Quantum Properties in Bismuth Telluride Nanoparticles
Particles of the material bismuth telluride have unique properties: the interior of the particle acts as an insulator, but its surface can conduct electricity. In their recent research, Professor Gabi Schierning at Bielefeld University, Germany, and her collaborators at the University of Duisburg-Essen and IFW Dresden, offer fascinating insights into the properties of bismuth telluride particles. The team’s work may pave the way for their use in technological applications.
Dr Philip Norcott | Imaging the Small: Improving Nuclear Magnetic Resonance with SABRE-DREAM
In a recent paper, Dr Philip Norcott at the Australian National University proposes a new strategy to improve nuclear magnetic resonance spectroscopy and imaging, a technique widely used in biology, chemistry, and medical imaging. A difficultly in these applications of nuclear magnetic resonance is low sensitivity and the potential for multiple signals to overlap, and existing techniques may only improve one of these factors without addressing the other. Dr Norcott suggests and tests a novel technique that offers the best of both worlds.
Dr Barrett Caldwell | A New Learner-Centred Design for Online Engineering Courses
The COVID-19 pandemic forced many universities to deliver their courses online, exposing the limitations of remote learning strategies. Dr Barrett Caldwell and his team at Purdue University devised a new approach that could help to improve online courses in different engineering subjects. The approach builds on his experience while teaching and developing the ‘Perspectives on Systems Engineering’ course, which is part of the curriculum for the Systems Engineering program at Purdue University.
Increase the impact of your research
• Good science communication helps people make informed decisions and motivates them to take appropriate and affirmative action.
• Good science communication encourages everyday people to be scientifically literate so that they can analyse the integrity and legitimacy of information.
• Good science communication encourages people into STEM-related fields of study and employment.
• Good public science communication fosters a community around research that includes both members of the public, policymakers and scientists.
• In a recent survey, 75% of people suggested they would prefer to listen to an interesting story than read it.

Step 1 Upload your science paper
Step 2 SciPod script written
Step 3 Voice audio recorded
Step 4 SciPod published