International audienceUser Mobility Changing needs Unpredictability Components and services Composability Unpredictable availability Environment Uncertainty Instability How to provide working and relevant composite services? Distributed learning from user feedback Announcement-based interaction protocol ARSA Multi-Agent System Decentralized decision Emergence of new composite services Environment-directed automatic service composition Dynamic and continuous adaptation to the context and the user Online reinforcement distributed learning Consideration of new appearing services User ENVIRONMENT OCE State (Sensed services
International audienceOpportunistic service composition is a novel and disruptive approach for build...
A self-adaptive service can maintain its QoS requirements in the presence of dynamic environment cha...
A self-adaptive service can maintain its QoS requirements in the presence of dynamic environment cha...
Cyber-physical and ambient systems surround the human user with services at her/his disposal. These ...
International audienceCyber-physical and ambient systems surround the human user with applications t...
International audienceIn order to manage the ever-growing number of devices present in modern and fu...
International audienceIn recent years, Internet of Things and Cyber-Physical Systems have became a m...
In recent years, Internet of Things and Cyber-Physical Systems have became a major asset, shaping al...
Increasing automation requires open, distributed, service-oriented systems capable of multicriteria-...
Abstract: In this paper, a reinforcement learning approach based on the creation of affinity relatio...
Increasing automation requires open, distributed, service-oriented systems capable of multicriteria-...
International audienceUbiquitous environments may become a reality in a foreseeable future and resea...
Increasing automation requires open, distributed, service-oriented systems capable of multicriteria-...
Context-aware and pervasive systems are growing in the market segments. This is due to the expansion...
International audienceIn recent years, Internet of Things and Cyber-Physical Systems have became a m...
International audienceOpportunistic service composition is a novel and disruptive approach for build...
A self-adaptive service can maintain its QoS requirements in the presence of dynamic environment cha...
A self-adaptive service can maintain its QoS requirements in the presence of dynamic environment cha...
Cyber-physical and ambient systems surround the human user with services at her/his disposal. These ...
International audienceCyber-physical and ambient systems surround the human user with applications t...
International audienceIn order to manage the ever-growing number of devices present in modern and fu...
International audienceIn recent years, Internet of Things and Cyber-Physical Systems have became a m...
In recent years, Internet of Things and Cyber-Physical Systems have became a major asset, shaping al...
Increasing automation requires open, distributed, service-oriented systems capable of multicriteria-...
Abstract: In this paper, a reinforcement learning approach based on the creation of affinity relatio...
Increasing automation requires open, distributed, service-oriented systems capable of multicriteria-...
International audienceUbiquitous environments may become a reality in a foreseeable future and resea...
Increasing automation requires open, distributed, service-oriented systems capable of multicriteria-...
Context-aware and pervasive systems are growing in the market segments. This is due to the expansion...
International audienceIn recent years, Internet of Things and Cyber-Physical Systems have became a m...
International audienceOpportunistic service composition is a novel and disruptive approach for build...
A self-adaptive service can maintain its QoS requirements in the presence of dynamic environment cha...
A self-adaptive service can maintain its QoS requirements in the presence of dynamic environment cha...