Learning from demonstration, or imitation learning, is the process of learning to act in an
environment from examples provided by a teacher. Inverse reinforcement learning (IRL) is a …

Reinforcement learning (RL) techniques nurture building up solutions for sequential
decision-making problems under uncertainty and ambiguity. RL has agents with a reward …

Alzheimer's disease (AD) is an increasingly prevalent cognitive disorder in which memory,
language, and executive function deteriorate, usually in that order. There is a growing need …

As artificial intelligence (AI) algorithms are increasingly used in mission-critical applications,
promoting user-trust of these systems will be essential to their success. Ensuring users …

This book discusses the Partially Observable Markov Decision Process (POMDP) framework
applied in dialogue systems. It presents POMDP as a formal framework to represent …

Cette thèse s' inscrit dans le cadre de l'apprentissage par renforcement pour les systèmes
de dialogue. Ce document propose différentes manières de considérer l'être humain …

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