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Contributions to deep reinforcement learning and its applications in smartgrids.. University of Liège, Belgium, (2017)On overfitting and asymptotic bias in batch reinforcement learning with partial observability., , and . CoRR, (2017)Combined Reinforcement Learning via Abstract Representations., , , and . CoRR, (2018)Simple Connectome Inference from Partial Correlation Statistics in Calcium Imaging., , , , , , and . Neural Connectomics, volume 46 of JMLR Workshop and Conference Proceedings, page 23-34. JMLR.org, (2014)Component Transfer Learning for Deep RL Based on Abstract Representations., and . CoRR, (2021)Improving generalization in reinforcement learning through forked agents., , and . CoRR, (2022)Imitative Learning for Online Planning in Microgrids., , , , and . DARE, volume 9518 of Lecture Notes in Computer Science, page 1-15. Springer, (2015)On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability (Extended Abstract)., , , , and . IJCAI, page 5055-5059. ijcai.org, (2020)Journal track.An Introduction to Deep Reinforcement Learning, , , , and . (2018)cite arxiv:1811.12560.Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey., , , , , and . CoRR, (2021)