Vincent François-Lavet
Vrije Universiteit Amsterdam(NL)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Smart Grid Energy Management, Advanced Bandit Algorithms Research, Adversarial Robustness in Machine Learning
Most-Cited Works
- → An Introduction to Deep Reinforcement Learning(2018)1,218 cited
- Deep Reinforcement Learning Solutions for Energy Microgrids Management(2016)
- → How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies(2015)80 cited
- → Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey(2023)75 cited
- → An energy-based variational model of ferromagnetic hysteresis for finite element computations(2012)40 cited
- → Combined Reinforcement Learning via Abstract Representations(2019)23 cited
- → Reinforcement Learning for Radiotherapy Dose Fractioning Automation(2021)22 cited
- → Novelty Search in Representational Space for Sample Efficient\n Exploration(2020)14 cited
- → Toward the Minimization of the Levelized Energy Costs of Microgrids Using Both Long-Term and Short-Term Storage Devices(2016)14 cited