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Principes généraux d'intelligence artificielle & Expériences de traduction texte-image-texte avec GPT-4 et DALL•E 3

• Authors : Deliège, Adrien; Traverses - ULiège BE

Subjects: intelligence artificielle; GPT; DALLE

• Source: Séminaire international de sémiotique à Paris : Énonciation(s) et passions dans les territoires sémiotiques ouverts par l’Intelligence Artificielle, Paris, France [FR], 14 février 2024

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Optimal control of renewable energy communities subject to network peak fees with model predictive control and reinforcement learning algorithms

• Authors : Aittahar, Samy; Bolland, Adrien; Derval, Guillaume

Subjects: renewable energy communities; machine learning; reinforcement learning

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Introduction to Gradient-Based Direct Policy Search

• Authors : Bolland, Adrien

Subjects: Reinforcement Learning; Direct Policy Search; Policy Gradient Algorithms

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Practicing Abstraction Skills Through Diagrammatic Reasoning Over CAFÉ 2.0

• Authors : Brieven, Géraldine; Malcev, Lev; Donnet, Benoît

Subjects: CAFÉ 2.0; Computer-Assisted Learning; Automated Feedback

• Source: IEEE Global Engineering Education Conference (EDUCON) (2024-05); IEEE Global Engineering Education Conference (EDUCON), Kos, Greece [GR], Du 8 mai au 11 mai 2024

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Behind the Myth of Exploration in Policy Gradients

• Authors : Bolland, Adrien; Lambrechts, Gaspard; Ernst, Damien

Subjects: reinforcement learning; exploration; policy gradients

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Advanced Policy-Gradient Algorithms

• Authors : Bolland, Adrien

Subjects: Reinforcement Learning; Direct Policy Search; Policy Gradient Algorithms

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Adaptive Self-Training for Object Detection

• Authors : Vandeghen, Renaud; Louppe, Gilles; Van Droogenbroeck, Marc ...

Subjects: Deep Learning; Machine Learning; Computer Vision

• Source: IEEE/CVF International Conference on Computer Vision Workshops (ICCV Workshops), Paris, France [FR], October 2023

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Towards Interpretable MultiTask Learning for Splice Site and Translation Initiation Site Prediction

• Authors : Kabanga, Espoir; Van Messem, Arnout; De Neve, Wesley

Subjects: deep learning; multitask learning; splice site

• Source: IGC Research Showcase 2023, Incheon, South Korea [KR], 2023, May 22

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SoccerNet: Exploring the Game with Computer Vision

• Authors : Cioppa, Anthony; Giancola, Silvio; Deliège, Adrien ...

Subjects: Soccer; Deep learning; Computer vision

• Source: Rising Stars in AI Symposium 2023, Thuwal, Saudi Arabia [SA], 21 Février 2023

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Policy Gradient Algorithms Implicitly Optimize by Continuation

• Authors : Bolland, Adrien; Louppe, Gilles; Ernst, Damien

Subjects: Reinforcement Learning; Policy Gradient; Exploration

• Source: ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, Honolulu, United States - Hawaii [US-HI], July 28th, 2023

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