Jürgen Schmidhuber is a German computer scientist noted for his work in the field of artificial intelligence, specifically artificial neural networks. He is a scientific director of the Dalle Molle Institute for Artificial Intelligence Research in Switzerland. He is also director of the Artificial Intelligence Initiative and professor of the Computer Science program in the Computer, Electrical, and Mathematical Sciences and Engineering (CEMSE) division at the King Abdullah University of Science and Technology (KAUST) in Saudi Arabia.
Computer Science and Artificial Intelligence Laboratory (CSAIL) is a research institute at the Massachusetts Institute of Technology (MIT) formed by the 2003 merger of the Laboratory for Computer Science (LCS) and the Artificial Intelligence Laboratory. Housed within the Ray and Maria Stata Center, CSAIL is the largest on-campus laboratory as measured by research scope and membership. It is part of the Schwarzman College of Computing but is also overseen by the MIT Vice President of Research.
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.
A cognitive architecture refers to both a theory about the structure of the human mind and to a computational instantiation of such a theory used in the fields of artificial intelligence (AI) and computational cognitive science. These formalized models can be used to further refine comprehensive theories of cognition and serve as the frameworks for useful artificial intelligence programs. Successful cognitive architectures include ACT-R and SOAR. The research on cognitive architectures as software instantiation of cognitive theories was initiated by Allen Newell in 1990.
The Università della Svizzera italiana, sometimes referred to as the University of Lugano in English-speaking contexts, is a public Swiss university established in 1995, with campuses in Lugano, Mendrisio and Bellinzona. USI is the only university in Switzerland where the official language is Italian, but many of its programs are in English.
The Idiap Research Institute is a semi-private non-profit research institute based in Martigny, in the canton of Valais, Switzerland. It conducts research in the areas of speech processing, computer vision, information retrieval, biometric authentication, multimodal interaction and machine learning. The institute is affiliated with the École polytechnique fédérale de Lausanne (EPFL), and with the Université de Genève.
Cognitive Robotics or Cognitive Technology is a subfield of robotics concerned with endowing a robot with intelligent behavior by providing it with a processing architecture that will allow it to learn and reason about how to behave in response to complex goals in a complex world. Cognitive robotics may be considered the engineering branch of embodied cognitive science and embodied embedded cognition, consisting of Robotic Process Automation, Artificial Intelligence, Machine Learning, Deep Learning, Optical Character Recognition, Image Processing, Process Mining, Analytics, Software Development and System Integration.
Luca Maria Gambardella is an Italian computer scientist and author. He is the former director of the Dalle Molle Institute for Artificial Intelligence Research in Lugano, in the Ticino canton of Switzerland. He is currently the prorector of Università della Svizzera italiana, where he directs the Master of Science in Artificial Intelligence degree course.
The following outline is provided as an overview of and topical guide to artificial intelligence:
Long short-term memory (LSTM) is a type of recurrent neural network (RNN) aimed at mitigating the vanishing gradient problem commonly encountered by traditional RNNs. Its relative insensitivity to gap length is its advantage over other RNNs, hidden Markov models, and other sequence learning methods. It aims to provide a short-term memory for RNN that can last thousands of timesteps. The name is made in analogy with long-term memory and short-term memory and their relationship, studied by cognitive psychologists since the early 20th century.
Yann André LeCun is a French-American computer scientist working primarily in the fields of machine learning, computer vision, mobile robotics and computational neuroscience. He is the Silver Professor of the Courant Institute of Mathematical Sciences at New York University and Vice-President, Chief AI Scientist at Meta.
The University of Applied Sciences and Arts of Southern Switzerland is one of the Universities of Applied Sciences of the Swiss Confederation. SUPSI offers more than 30 bachelor and master courses, complementing theoretical scientific knowledge and practical technological advances applied to real projects. Various departments of SUPSI are mainly based in Southern Switzerland. Instruction is mainly in Swiss Italian, with some courses delivered in English and German.
The Dalle Molle Institute for Semantic and Cognitive Studies is a research institute in Geneva, Switzerland. It was founded in Lugano in 1972 by Angelo Dalle Molle through the Fondation Dalle Molle, to conduct research into the application of artificial intelligence to linguistics, cognitive science and semantics with the aim of developing systems for automated translation. Since 1976 it has been a part of the Faculté de Traduction et d'Interprétation, the faculty of translation and interpreting, of the University of Geneva.
Angelo Dalle Molle was an Italian businessman and Utopian philanthropist. In 1952 he invented and patented Cynar, a bitter aperitivo based on artichoke leaves.
Shane Legg is a machine learning researcher and entrepreneur. With Demis Hassabis and Mustafa Suleyman, he cofounded DeepMind Technologies, and works there as the chief AGI scientist. He is also known for his academic work on artificial general intelligence, including his thesis supervised by Marcus Hutter.
Alex Graves is a computer scientist and research scientist at DeepMind.
Michael Bronstein is an Israeli computer scientist and entrepreneur. He is a computer science professor at the University of Oxford and scientific director of Aithyra Institute at the Vienna Biocenter in Austria.
Aude G. Billard is a Swiss physicist in the fields of machine learning and human-robot interactions. As a full professor at the School of Engineering at Swiss Federal Institute of Technology in Lausanne (EPFL), Billard’s research focuses on applying machine learning to support robot learning through human guidance. Billard’s work on human-robot interactions has been recognized numerous times by the Institute of Electrical and Electronics Engineers (IEEE) and she currently holds a leadership position on the executive committee of the IEEE Robotics and Automation Society (RAS) as the vice president of publication activities.
Linda Christina van der Gaag is a Dutch computer scientist whose research concerns artificial intelligence for medical decision support systems, including graphical models, Bayesian networks, and expert systems. She is SUPSI Professor at the Dalle Molle Institute for Artificial Intelligence Research in Switzerland.
