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Intelligence artificielle

Concept

Artificial intelligence (AI) is the intelligence of machines or software, as opposed to the intelligence of human beings or animals. AI applications include advanced web search engines (e.g., Google Search), recommendation systems (used by YouTube, Amazon, and Netflix), understanding human speech (such as Siri and Alexa), self-driving cars (e.g., Waymo), generative or creative tools (ChatGPT and AI art), and competing at the highest level in strategic games (such as chess and Go).

Concept

Machine learning

Machine learning (ML) is an umbrella term for solving problems for which development of algorithms by human programmers would be cost-prohibitive, and instead the problems are solved by helping machines 'discover' their 'own' algorithms, without needing to be explicitly told what to do by any human-developed algorithms. Recently, generative artificial neural networks have been able to surpass results of many previous approaches.

Concept

Computer science

Computer science is the study of computation, information, and automation. Computer science spans theoretical disciplines (such as algorithms, theory of computation, and information theory) to applied disciplines (including the design and implementation of hardware and software). Though more often considered an academic discipline, computer science is closely related to computer programming. Algorithms and data structures are central to computer science.

Concept

Deep learning

Deep learning is part of a broader family of machine learning methods, which is based on artificial neural networks with representation learning. The adjective "deep" in deep learning refers to the use of multiple layers in the network. Methods used can be either supervised, semi-supervised or unsupervised.

Concept

Android (robot)

An android is a humanoid robot or other artificial being often made from a flesh-like material. Historically, androids were completely within the domain of science fiction and frequently seen in film and television, but advances in robot technology now allow the design of functional and realistic humanoid robots. The Oxford English Dictionary traces the earliest use (as "Androides") to Ephraim Chambers' 1728 Cyclopaedia, in reference to an automaton that St. Albertus Magnus allegedly created.

Course

MICRO-515: Evolutionary robotics

The course describes theories, methods, and technologies for designing robots and artificial systems inspired by evolution, development, and learning. It also shows how robotic models can help to unde

Course

MATH-101(en): Analysis I (English)

We study the fundamental concepts of analysis, calculus and the integral of real-valued functions of a real variable.

Course

MICRO-462: Learning and adaptive control for robots

To cope with constant and unexpected changes in their environment, robots need to adapt their paths rapidly and appropriately without endangering humans. this course presents method to react within mi

Course

CS-330: Artificial intelligence

Introduction aux techniques de l'Intelligence Artificielle, complémentée par des exercices de programmation qui montrent les algorithmes et des exemples de leur application à des problèmes pratiques.

Lecture

Differentiation: Continuity vs Differentiability

Explores the relationship between continuity and differentiability of functions, highlighting examples where functions exhibit different properties at specific points.

Lecture

Limits at Infinity: Algebra and Continuity

Covers limits at infinity, algebra, and continuity with examples.

MOOC

Thymio: un robot pour se former à l'informatique

On propose dans ce MOOC de se former à et avec Thymio : apprendre à programmer le robot Thymio et ce faisant, s’initier à l'informatique et la robotique.

MOOC

Die digitale Welt mit dem Thymio Roboter entdecken

In diesem Kurs handelt es sich um das Verständnis der grundlegenden Mechanismen eines Roboters wie Thymio, seiner Programmierung mit verschiedenen Sprachen und seiner Verwendung im Unterricht mit den

Person

Boi Faltings

Professor Faltings joined EPFL in 1987 as professor of Artificial Intelligence. He holds a PhD degree from the University of Illinois at Urbana-Champaign, and a diploma from the ETHZ. His research has spanned different areas of intelligent systems linked t ...

Person

David Atienza Alonso

David Atienza Alonso is an associate professor of EE and director of the Embedded Systems Laboratory (ESL) at EPFL, Switzerland. He received his MSc and PhD degrees in computer science and engineering from UCM, Spain, and IMEC, Belgium, in 2001 and 2005, r ...

Person

Dario Floreano

Prof. Dario Floreano is director of the Laboratory of Intelligent Systems at the Swiss Federal Institute of Technology Lausanne (EPFL). Since 2010, he is the founding director of the Swiss National Center of Competence in Robotics, a research program that ...

Person

Francesco Mondada

Dr. Mondada received his M.Sc. in micro-engineering in 1991 and his Doctoral degree in 1997 at EPFL. During his thesis he co-founded the company K-Team, being both CEO and president of the company for about 5 years. He is one of the three main developers o ...

Publication

Intelligence artificielle

Concept

Artificial intelligence

Concept

Concept

Concept

Concept

Course

MICRO-515: Evolutionary robotics

Course

MATH-101(en): Analysis I (English)

We study the fundamental concepts of analysis, calculus and the integral of real-valued functions of a real variable.

Course

MICRO-462: Learning and adaptive control for robots

Course

CS-330: Artificial intelligence

Lecture

Differentiation: Continuity vs Differentiability

Explores the relationship between continuity and differentiability of functions, highlighting examples where functions exhibit different properties at specific points.

Lecture

Limits at Infinity: Algebra and Continuity

Covers limits at infinity, algebra, and continuity with examples.

MOOC

Thymio: un robot pour se former à l'informatique

On propose dans ce MOOC de se former à et avec Thymio : apprendre à programmer le robot Thymio et ce faisant, s’initier à l'informatique et la robotique.

MOOC

Die digitale Welt mit dem Thymio Roboter entdecken

Person

Person

Person

Person

Publication

Intelligence artificielle

Intelligence artificielle

Voices from the Frontline: Revealing the AI Practitioners' viewpoint on the European AI Act

Ethological computational psychiatry: Challenges and opportunities