Damien Ernst

1. Informed POMDP: Leveraging Additional Information in Model-Based RL
   2023/06/20 by Gaspard Lambrechts, Lambrechts, Gaspard, Adrien Bolland +3 · 4 citations
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
2. Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive\n Behaviours
   2018/12/21 by Nicolas Vecoven, Damien Ernst, Vecoven, Nicolas +5 · 1 voice
   Neuroscience · #EEG and Brain-Computer Interfaces #Neural dynamics and brain function #Neuroscience and Neural Engineering #cs.LG #cs.NE #stat.ML
3. Contextual Multi-armed Bandits for the Prevention of Spam in VoIP\n Networks
   2012/01/30 by Tobias Jung, Sylvain Martin, Jung, Tobias +5 · 1 citation
   Engineering · Decision Sciences · Computer Science · #Water Systems and Optimization #Advanced Bandit Algorithms Research #Wireless Networks and Protocols
4. On Periodic Reference Tracking Using Batch-Mode Reinforcement Learning\n with Application to Gene Regulatory Network Control
   2013/03/12 by Aivar Sootla, Natalja Strelkowa, Sootla, Aivar +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #CRISPR and Genetic Engineering #FOS: Electrical engineering #FOS: Mathematics #Gene Regulatory Network Analysis #Optimization and Control (math.OC) #Systems and Control (eess.SY) #Viral Infectious Diseases and Gene Expression in Insects #electronic engineering #information engineering
5. Pulse-Based Control Using Koopman Operator Under Parametric Uncertainty
   2017/08/01 by Aivar Sootla, Damien Ernst, Sootla, Aivar +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Physics and Astronomy · #FOS: Electrical engineering #FOS: Mathematics #Gene Regulatory Network Analysis #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Active network management for electrical distribution systems: problem\n formulation, benchmark, and approximate solution
   2014/05/12 by Quentin Gemine, Damien Ernst, Gemine, Quentin +3 · 1 citation
   Engineering · #Smart Grid Energy Management #Optimal Power Flow Distribution #Electric Power System Optimization
7. Risk-Sensitive Policy with Distributional Reinforcement Learning
   2022/12/30 by Thibaut Théate, Théate, Thibaut, Damien Ernst +1 · 1 citation
   Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Supply Chain and Inventory Management
8. A Theoretical Justification for Asymmetric Actor-Critic Algorithms
   2025/01/31 by Gaspard Lambrechts, Lambrechts, Gaspard, Damien Ernst +3 · 1 voice · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
9. Reinformed Dreamer: An Asymmetric World Model Efficiently Trained through Latent Guidance
   2026/07/28 by Gaspard Lambrechts, Adrien Bolland, Daniel Ebi +1
   #cs.LG #stat.ML