Alafate ABULIMITI

PhD Student

INRIA

alafate.abulimiti [at] inria.fr

Short bio

Master degree in Big Data Management and Analytic, University of Tours

Engineer degree in Computer Science, Polytech Tours

Bachelor degree in Applied Physics, Beijing Institute of Technology

Thesis title

The role of rapport in human-conversational agent interaction: Modeling conversation to improve task performance in human-agent interaction.

Short abstract

Human interaction is a complex process, and understanding and structuring the dynamics of the conversation is a necessary step to produce a virtual agent capable of interacting as a social agent. The rapport is a very important factor in the design of social agents. The social agent chooses the proper conversational actions according to the verbal and non-verbal characteristics of the interlocutor in order to maintain or increase the level of rapport while performing a specific task. During the doctoral program, I will use the decision system supported by game theory and deep reinforcement learning to build different models. Then, by using different metrics, I will evaluate whether the addition of these models can improve agent performance.