Peter Hellinckx

机构：University of Antwerp, Antwerp Management School, Province of Antwerp · ORCID：0000-0001-8029-4720

发表论文 199 篇 · 总被引 1997 次 · h-index 21

代表论文

• Model-Free Deep Reinforcement Learning for Adaptive Supply Temperature Control in Collective Space Heating Systems (2024 · ACM Transactions on Intelligent Systems and Technology · 被引 3)
• Improving the learning process of deep reinforcement learning agents operating in collective heating environments (2025 · Applied Energy · 被引 2)
• A Comparative Sensitivity Analysis of Loss Functions in Machine Learning-Based Weather Forecasting (2024 · Lecture notes on data engineering and communications technologies · 被引 2)
• An in-depth analysis of discretization methods for communication learning using backpropagation with multi-agent reinforcement learning (2026 · Neural Computing and Applications · 被引 1)
• Self-Attentive Transformer for Fast and Accurate Postprocessing of Temperature and Wind Speed Forecasts (2025 · Artificial Intelligence for the Earth Systems · 被引 1)
• Learning to communicate using a communication critic and counterfactual reasoning (2025 · Neural Computing and Applications · 被引 1)