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Extraction and Transfer of Knowledge in Reinforcement Learning – ExTra-Learn
In the near future, intelligent and autonomous systems will become more ubiquitous and pervasive in applications such as autonomous robotics, design of intelligent personal assistants, and management of energy smart grids. Although very diverse, these applications call for the development of deci
PLATFORM OF NUMERICAL COMPUTATION, ARTIFICIAL INTELLIGENCE AND WORLD DATABASE OF HIGH-FREQUENCY ENVIRONMENTAL, FINANCIAL AND SOCIETAL DATA
Over the last ten years, two important initiatives to provide researchers with reliable access to financial data were launched in France by Eurofidai (UAR CNRS 3390) and the Institut Louis Bachelier (ILB). The Eurofidai database contains daily European financial data for common stocks, m
Computational-Experimental Synergy for Innovative Optoelectronic Molecule design – CESIOM
This project focuses on developing new methodologies to generate, synthesize and use new red and near infrared-absorbing or emitting molecules for diverse applications, including OLEDs, organic solar cells and for bio-related applications such as photodynamic therapy within the therapeutic window. C
Robust and Efficient Deep Learning based Audiovisual Speech Enhancement – REAVISE
Speech enhancement is a fundamental problem in signal processing that aims to improve the quality and intelligibility of a speech signal recorded in a noisy environment. This is of paramount practical importance, e.g. for automatic speech recognition systems and hearing assistive devices. While huma
Normative Artificial Intelligence for regulating MANufacturing – NAIMAN
The digital transformation of manufacturing industries provides a nurturing environment for the adoption of more autonomous and (self-)adaptive technologies that can quickly and flexibly respond to endogenous and exogenous changes, while being transparent and complying with sustainable regulations.
Artificial Intelligence to improve the coupling between the Antarctic Ice sheet and the ocean/atmosphere system – AIAI
The fate of the Antarctic ice sheet is the largest source of uncertainty in future sea level projections. The magnitude and sign of the Antarctic contribution indeed results from the compensation of two opposite effects: increased surface mass gain and increased ocean-induced dynamical mass loss, bo
Thermally conducting paper substrates – 2D-Paper
A major trend in electronics is to become mechanically flexible and reach new areas in packaging, health care, intelligent industries, smart cities. Under the umbrella of internet of everything, new zero-energy devices are created on flexible substrates including an energy harvester, energy storage,
Intelligent Context-awareness for Increased Safety and Quality in Robot Assisted Surgery – i-SaferS
Robot-assisted surgery, allowing surgeons to perform complex surgeries through tiny incisions, has been significantly increasing in popularity worldwide. However, surgical safety is still a major concern in the high-risk operating environment and remains a threat to the quality of surgical outcome.
Reliable Positioning System for Soft Mobility Safety Enhancement with a Green AI Approach – ReSilientGAIA
Mobility and transport play crucial roles in achieving sustainable development goals. The mobility transition strategy in Europe has shifted the way that people move in their daily life towards low-carbon emission solutions. An increasing number of urban soft mobility has emerged, from e-scooters, e
Sense of Agency in an Automated Society – SAGAS
Over the last decades, the rise of Artificial Intelligence (AI) has deeply reshaped our daily lives, especially through the intelligent automation of a growing number of processes such as driving, cooking, manufacturing or medical assisting. The constant growth of automation leads to obvious benefit
