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Laboratoire d'InfoRmatique en Image et Systèmes d'information

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Laboratoire d'InfoRmatique en Image et Systèmes d'information
UMR 5205 CNRS / INSA Lyon / Université Claude Bernard Lyon 1 / Université Lumière Lyon 2 / École Centrale de Lyon
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Jianyong Xue


PhD student

Team Multi-Agent Systems
Institution Claude Bernard University of Lyon 1
Location Nautibus (Université Lyon1)
E-mail jianyong.xue at
Contact details Publications Thesis
Subject Constructivist Cognitive Architecture
Abstract How can an agent build knowledge of the environment and of itself effectively and efficiently without any predefined information? In our research, we are interested in investigating the issues as following: i) Put an agent in an unknown environment without any predefined information, let the agent construct spatiotemporal knowledge based on its interactions with the environment. ii) Create a cognitive architecture that can let the agent discover and exploit information from the traces that the agent produces when interacting with the environment. This research falls within the scope of unsupervised and self-motivated learning as opposed to reinforcement learning in which the experimenter defines the agent's reward.
Through our research, we hope to build a more powerful cognitive architecture that can meet the needs of a single-agent and or of a multi-agent system to build knowledge about the environment and itself and to revise its behavior more quickly and efficiently by interacting with the environment to adapt to it.
Advisor Salima Hassas
Advisor Olivier Georgeon

Last update : 2017-11-06 15:24:36