The School of Informatics is an academic unit of the University of Edinburgh, in Scotland, responsible for research, teaching, outreach and commercialisation in informatics. It was created in 1998 from the former department of artificial intelligence, the Centre for Cognitive Science and the department of computer science, along with the Artificial Intelligence Applications Institute (AIAI) and the Human Communication Research Centre.
Developmental robotics (DevRob), sometimes called epigenetic robotics, is a scientific field which aims at studying the developmental mechanisms, architectures and constraints that allow lifelong and open-ended learning of new skills and new knowledge in embodied machines. As in human children, learning is expected to be cumulative and of progressively increasing complexity, and to result from self-exploration of the world in combination with social interaction. The typical methodological approach consists in starting from theories of human and animal development elaborated in fields such as developmental psychology, neuroscience, developmental and evolutionary biology, and linguistics, then to formalize and implement them in robots, sometimes exploring extensions or variants of them. The experimentation of those models in robots allows researchers to confront them with reality, and as a consequence, developmental robotics also provides feedback and novel hypotheses on theories of human and animal development.
Sebastian Thrun is a German-American entrepreneur, educator, and computer scientist. He is CEO of Kitty Hawk Corporation, and chairman and co-founder of Udacity. Before that, he was a Google VP and Fellow, a Professor of Computer Science at Stanford University, and before that at Carnegie Mellon University. At Google, he founded Google X and Google's self-driving car team. He is also an adjunct professor at Stanford University and at Georgia Tech.
Peter Dayan is a British neuroscientist and computer scientist who is director at the Max Planck Institute for Biological Cybernetics in Tübingen, Germany, along with Ivan De Araujo. He is co-author of Theoretical Neuroscience, an influential textbook on computational neuroscience. He is known for applying Bayesian methods from machine learning and artificial intelligence to understand neural function and is particularly recognized for relating neurotransmitter levels to prediction errors and Bayesian uncertainties. He has pioneered the field of reinforcement learning (RL) where he helped develop the Q-learning algorithm, and made contributions to unsupervised learning, including the wake-sleep algorithm for neural networks and the Helmholtz machine.
Zoubin Ghahramani FRS is a British-Iranian researcher and Professor of Information Engineering at the University of Cambridge. He holds joint appointments at University College London and the Alan Turing Institute. and has been a Fellow of St John's College, Cambridge since 2009. He was Associate Research Professor at Carnegie Mellon University School of Computer Science from 2003–2012. He was also the Chief Scientist of Uber from 2016 until 2020. He joined Google Brain in 2020 as senior research director. He is also Deputy Director of the Leverhulme Centre for the Future of Intelligence.
Founded on 18 March 2011, the Max Planck Institute for Intelligent Systems (MPI-IS) is one of the 86 research institutes of the Max Planck Society. With locations in Stuttgart and Tübingen, it combines interdisciplinary research in the growing field of intelligent systems. Intelligent systems are becoming increasingly important in many areas of life – as virtual systems on the Internet or as cyber-physical systems in the physical world. Artificial intelligent systems can be used in a broad range of areas, for instance in autonomous vehicles or to diagnose and fight diseases.
Hartmut Neven is a scientist working in quantum computing, computer vision, robotics and computational neuroscience. He is best known for his work in face and object recognition and his contributions to quantum machine learning. He is currently Vice President of Engineering at Google where he is leading the Quantum Artificial Intelligence Lab which he founded in 2012.
Tomaso Armando Poggio, is the Eugene McDermott professor in the Department of Brain and Cognitive Sciences, an investigator at the McGovern Institute for Brain Research, a member of the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) and director of both the Center for Biological and Computational Learning at MIT and the Center for Brains, Minds, and Machines, a multi-institutional collaboration headquartered at the McGovern Institute since 2013.
In artificial intelligence, apprenticeship learning is the process of learning by observing an expert. It can be viewed as a form of supervised learning, where the training dataset consists of task executions by a demonstration teacher.
Christopher Granger Atkeson is an American roboticist and a professor at the Robotics Institute and Human-Computer Interaction Institute at Carnegie Mellon University (CMU). Atkeson is known for his work in humanoid robots, soft robotics, and machine learning, most notably on locally weighted learning.
Armin Bernd Cremers is a German mathematician and computer scientist. He is a professor in the computer science institute at the University of Bonn, Germany. He is most notable for his contributions to several fields of discrete mathematics including formal languages and automata theory. In more recent years he has been recognized for his work in artificial intelligence, machine learning and robotics as well as in geoinformatics and deductive databases.
Debasish Ghose is a professor at Department of Aerospace Engineering, Indian Institute of Science. He is believed to have initiated work on cooperative control in India, having pioneered research on Intelligent control and multi-agents. He founded the first mobile robotics lab in India i.e. Mobile Robotics Laboratory at IISc in 2002. He is known for his early work in swarm intelligence, distributed computing and game theory. His primary research is in Guidance and control of autonomous vehicles, although, current interest is in Computational intelligence i.e. Machine Learning for Aerial Robotics.
Sethu Vijayakumar FRSE is Professor of Robotics at the University of Edinburgh and a judge on the BBC2 show Robot Wars. He is the Programme co-Director for Artificial Intelligence at The Alan Turing Institute, the UK's National Institute for Data Science and Artificial Intelligence, with the responsibility for defining and driving the institute's Robotics and Autonomous Systems agenda. He co-founded the Edinburgh Centre for Robotics in 2015 and was instrumental in bringing the first NASA Valkyrie humanoid robot out of the United States of America, and to Europe, where is it a focus of research at the School of Informatics. He was elected as a Fellow of the Royal Society of Edinburgh in 2013.
Jan Peters is a German computer scientist. He is Professor of Intelligent Autonomous Systems at Department of Computer Science of the Technische Universität Darmstadt.
Reza Shadmehr is an Iranian-American professor of Biomedical Engineering and Neuroscience at the Johns Hopkins School of Medicine. He is known for his contributions to the fields of motor control, motor learning, and computational neuroscience.
Pavan Ramdya is an American and Swiss neuroscientist and bioengineer. His research centers on understanding the cognitive and neuromechanical control of behavior toward applications in robotics and artificial intelligence. He holds the Firmenich Next Generation Chair in neuroscience and bioengineering at EPFL, and is head of the Neuroengineering Laboratory at EPFL's School of Life Sciences.
Auke Jan Ijspeert is a Swiss-Dutch roboticist and neuroscientist. He is a professor of biorobotics in the Institute of Bioengineering at EPFL, École Polytechnique Fédérale de Lausanne, and the head of the Biorobotics Laboratory at the School of Engineering.
Alois Christian Knoll is German computer scientist and professor at the TUM School of Computation, Information and Technology at the Technical University of Munich (TUM). He is head of the Chair of Robotics, Artificial Intelligence and Embedded Systems.
Noam Slonim is an Israeli computer scientist, specializing in Natural Language Processing and Computational Argumentation. He is an IBM Distinguished Engineer, and the Principal Investigator of Project Debater at the IBM Research lab at Haifa, Israel.
Thomas L. Dean is an American computer scientist known for his work in robot planning, probabilistic graphical models, and computational neuroscience. He was one of the first to introduce ideas from operations research and control theory to artificial intelligence. In particular, he introduced the idea of the anytime algorithm and was the first to apply the factored Markov decision process to robotics. He has authored several influential textbooks on artificial intelligence.
