Ernst, Damien

1. Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours
   2018/12/21 by Nicolas Vecoven, Damien Ernst, Vecoven, Nicolas +5 · 1 voice · 1 citation
   Computer Science · Mathematics · Neuroscience · #EEG and Brain-Computer Interfaces #Neural dynamics and brain function #Neuroscience and Neural Engineering #cs.LG #cs.NE #stat.ML
2. A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding
   2020/04/13 by Ioannis Boukas, Damien Ernst, Boukas, Ioannis +13 · 5 citations
   Computer Science · Economics, Econometrics and Finance · Engineering · #Artificial Intelligence (cs.AI) #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Smart Grid Energy Management #Trading and Market Microstructure (q-fin.TR) #cs.AI #cs.LG #q-fin.TR
3. Informed POMDP: Leveraging Additional Information in Model-Based RL
   2023/06/20 by Gaspard Lambrechts, Adrien Bolland, Lambrechts, Gaspard +3 · 5 citations
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
4. On overfitting and asymptotic bias in batch reinforcement learning with partial observability
   2017/09/22 by Vincent Francois-Lavet, Guillaume Rabusseau, Francois-Lavet, Vincent +7 · 2 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
5. Contextual Multi-armed Bandits for the Prevention of Spam in VoIP Networks
   2012/01/30 by Tobias Jung, Sylvain Martin, Jung, Tobias +5 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Water Systems and Optimization #Wireless Networks and Protocols #cs.NI
6. On Periodic Reference Tracking Using Batch-Mode Reinforcement Learning\n with Application to Gene Regulatory Network Control
   2013/03/12 by Aivar Sootla, Sootla, Aivar, Natalja Strelkowa +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
7. How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies
   2015/12/07 by Vincent François-Lavet, Raphael Fonteneau, François-Lavet, Vincent +3 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
8. Pulse-Based Control Using Koopman Operator Under Parametric Uncertainty
   2017/08/01 by Aivar Sootla, Sootla, Aivar, Damien Ernst +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
9. 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
10. The Global Grid
    2012/07/17 by Spyros Chatzivasileiadis, Damien Ernst, Chatzivasileiadis, Spyros +3 · 1 citation
    Engineering · #FOS: Electrical engineering #FOS: Physical sciences #Integrated Energy Systems Optimization #Physics and Society (physics.soc-ph) #Systems and Control (eess.SY) #electronic engineering #information engineering
11. Optimal Connection Phase Selection of Residential Distributed Energy Resources and its Impact on Aggregated Demand
    2022/07/08 by Amina Benzerga, Benzerga, Amina, Alireza Bahmanyar +3 · 1 citation
    Engineering · #Computational Engineering #Electric Power System Optimization #FOS: Computer and information sciences #Finance #Optimal Power Flow Distribution #Smart Grid Energy Management #and Science (cs.CE)
12. Risk-Sensitive Policy with Distributional Reinforcement Learning
    2022/12/30 by Thibaut Théate, Damien Ernst, Théate, Thibaut +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
13. Synthetic methane for closing the carbon loop: Comparative study of three carbon sources for remote carbon-neutral fuel synthetization
    2023/10/03 by Michaël Fonder, Fonder, Michaël, Pierre Counotte +7 · 2 citations
    Chemical Engineering · Chemistry · #Catalysis and Oxidation Reactions #Catalysts for Methane Reforming #FOS: Mathematics #Optimization and Control (math.OC) #Zeolite Catalysis and Synthesis
14. IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL
    2023/06/20 by Pascal Leroy, Pablo G. Morato, Leroy, Pascal +7 · 1 citation
    Computer Science · Decision Sciences · #Auction Theory and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Systems and Control (eess.SY) #electronic engineering #information engineering
15. Assessing the Impact of Offshore Wind Siting Strategies on the Design of the European Power System
    2020/11/15 by David Radu, Mathias Berger, Radu, David +15 · 1 citation
    Computer Science · Energy · Engineering · #Electric Power System Optimization #Global Energy Security and Policy #Integrated Energy Systems Optimization #cs.SY #eess.SY
16. Off-Policy Maximum Entropy RL with Future State and Action Visitation Measures
    2024/12/09 by Adrien Bolland, Gaspard Lambrechts, Bolland, Adrien +3 · 2 voices · 1 citation
    Computer Science · Engineering · Mathematics · #Advancements in Semiconductor Devices and Circuit Design #cs.LG #stat.ML
17. Reinforcement Learning to improve delta robot throws for sorting scrap metal
    2024/06/19 by Arthur Louette, Louette, Arthur, Gaspard Lambrechts +6 · 1 citation
    Engineering · #Advanced Manufacturing and Logistics Optimization #FOS: Computer and information sciences #Robotics (cs.RO)
18. Optimal Control of Renewable Energy Communities subject to Network Peak Fees with Model Predictive Control and Reinforcement Learning Algorithms
    2024/01/29 by Aittahar, Samy, Bolland, Adrien, Derval, Guillaume +1 · 1 citation
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
19. 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