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Sebastien Gros — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sebastien Gros
15
papers ·
51
citations ·
34
h-index
Norwegian University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Personalized Dynamic Pricing Policy for Electric Vehicles: Reinforcement learning approach
2024 · 31 citations
MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage
2021 · 7 citations
Safe Reinforcement Learning via Projection on a Safe Set: How to Achieve Optimality?
2020 · 5 citations
Quasi-Newton Iteration in Deterministic Policy Gradient
2022 · 4 citations
Learning-based MPC from Big Data Using Reinforcement Learning
2023 · 2 citations
Synthesis of Model Predictive Control and Reinforcement Learning: Survey and Classification
2025 · 1 citations
Bridging the gap between QP-based and MPC-based RL
2022 · 1 citations
Quasi-Newton Compatible Actor-Critic for Deterministic Policies
2025
Closing the Sim2Real Performance Gap in RL
2025
Safe Reinforcement Learning using Action Projection: Safeguard the Policy or the Environment?
2025
Optimization of the Model Predictive Control Update Interval Using Reinforcement Learning
2020
Reinforcement Learning of the Prediction Horizon in Model Predictive Control
2021
Optimization of the Model Predictive Control Meta-Parameters Through Reinforcement Learning
2021
Flipping-based Policy for Chance-Constrained Markov Decision Processes
2024
Application of Soft Actor-Critic Algorithms in Optimizing Wastewater Treatment with Time Delays Integration
2024
Top co-authors
Akhil S Anand
· 3
Arash Bahari Kordabad
· 3
Eivind B{\o}hn
· 3
Shambhuraj Sawant
· 3
Signe Moe
· 3
Dirk Reinhardt
· 2
Jasper Hoffmann
· 2
Wenqi Cai
· 2
Akifumi Wachi
· 1
Alberto Bemporad
· 1
and Sadegh Soudjani
· 1
and Tor Arne Johansen
· 1
Topics
Model-Based RL
Policy Gradient
Safe RL
Value-Based
Meta-RL
Offline RL
Game AI
Multi-Agent