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Trustworthy AI for CCAM

Objective

Considering Artificial Intelligence (AI) capabilities and potential risks, and taking into account its limitations, AI4CCAM will develop an open environment for integrating trustworthy-by-design AI models of vulnerable road user behaviour anticipation in urban traffic conditions, and accounting for improved road safety and user acceptance. Leveraging the Trustworthy AI guidelines for general intelligent software systems and the ethics recommendations for connected automated vehicles, AI4CCAM will support AI-based scenarios management in which pedestrian/cyclist behaviour anticipation models will integrate visual gaze estimation and where explainable ego car trajectory prediction models are simulated with ethical dilemmas and multiplied with generative adversarial networks and metamorphic testing techniques. The AI4CCAM open environment will include an interoperable digital framework for managing and generating AI-based urban-traffic scenarios in which trustworthy-by-design AI models can be tested and an online participatory space to foster acceptance of AI in automated driving, determine AI risks and identify biases in datasets and cyber-threats. Simulation scenarios of road users interacting with automated vehicles will be developed and evaluated in three complementary use cases covering the whole sense-plan-act paradigm and user acceptance. As such, the project will advance knowledge in building trustworthy-by-design AI-based solutions for CCAM applications.

Coordinator

SIMULA RESEARCH LABORATORY AS
Net EU contribution
€ 909 061,25
Address
Kristian August Gate 23
0164 Oslo
Norway

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Region
Norge Oslo og Viken Oslo
Activity type
Research Organisations
Other funding
€ 909 061,25

Participants (13)

INLECOM INNOVATION ASTIKI MI KERDOSKOPIKI ETAIREIA
Greece
Net EU contribution
€ 427 750,00
Address
Tatoiou 11 Kifissia
145 61 Athina

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SME

The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.

Yes
Region
Βόρειος Τομέας Αθηνών Aττική Αττική
Activity type
Research Organisations
Other funding
€ 427 750,00
BARCELONA SUPERCOMPUTING CENTER CENTRO NACIONAL DE SUPERCOMPUTACION
Spain
Net EU contribution
€ 337 750,00
Address
Calle Jordi Girona 31
08034 Barcelona

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Region
Este Cataluña Barcelona
Activity type
Research Organisations
Other funding
€ 337 750,00
IMT TRANSFERT
France
Net EU contribution
€ 357 750,00
Address
19 Place Marguerite Perey
91120 Palaiseau

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Region
Ile-de-France Ile-de-France Essonne
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
Other funding
€ 357 750,00
TTS Italia
Italy
Net EU contribution
€ 410 250,00
Other funding
€ 410 250,00
AKKA I&S
France
Net EU contribution
€ 479 000,00
Address
3 Avenue Du Centre Immeuble Albero
78280 Guyancourt

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Region
Ile-de-France Ile-de-France Yvelines
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
Other funding
€ 479 000,00
INSTITUT DE RECHERCHE TECHNOLOGIQUE SYSTEM X
France
Net EU contribution
€ 589 781,25
Address
2 Bd Thomas Gobert
91120 Palaiseau

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SME

The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.

Yes
Region
Ile-de-France Ile-de-France Essonne
Activity type
Research Organisations
Other funding
€ 589 781,25
UNION INTERNATIONALE DES TRANSPORTS PUBLICS
Belgium
Net EU contribution
€ 219 000,00
Address
Rue Sainte Marie 6
1080 Bruxelles

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SME

The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.

Yes
Region
Région de Bruxelles-Capitale/Brussels Hoofdstedelijk Gewest Région de Bruxelles-Capitale/ Brussels Hoofdstedelijk Gewest Arr. de Bruxelles-Capitale/Arr. Brussel-Hoofdstad
Activity type
Other
Other funding
€ 219 000,00
BVA
France
Net EU contribution
€ 429 000,00
Address
75 Rue Saint Jean
31130 Balma

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SME

The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.

Yes
Region
Occitanie Midi-Pyrénées Haute-Garonne
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
Other funding
€ 429 000,00
DEEP SAFETY GMBH
Germany
Net EU contribution
€ 399 937,50
Address
Rheinstrasse 46
12161 Berlin

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SME

The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.

Yes
Region
Berlin Berlin Berlin
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
Other funding
€ 399 937,50
INSTITUT MINES-TELECOM
France
Net EU contribution
€ 412 125,00
Address
19 Place Marguerite Perey
91120 Palaiseau

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Region
Ile-de-France Ile-de-France Essonne
Activity type
Higher or Secondary Education Establishments
Other funding
€ 412 125,00
SKODA AUTO AS
Czechia
Net EU contribution
€ 301 500,00
Address
Tr Vaclava Klementa 869
293 01 Mlada Boleslav Ii

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Region
Střední Čechy Středočeský kraj
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
Other funding
€ 301 500,00
VIRTUAL VEHICLE RESEARCH GMBH
Austria
Net EU contribution
€ 324 000,00
Address
Inffeldgasse 21 A
8010 Graz

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SME

The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.

Yes
Region
Südösterreich Steiermark Graz
Activity type
Research Organisations
Other funding
€ 324 000,00
CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France
Net EU contribution
€ 368 725,00
Address
Rue Michel Ange 3
75794 Paris

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Region
Ile-de-France Ile-de-France Paris
Activity type
Research Organisations
Other funding
€ 368 725,00