Margaux Brégère
7 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Core Methods
(2)
Methods · Reinforcement Learning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Methods · Data Science & Analytics
(1)
Keywords
regret bound
(3)
online learning
(2)
online mirror descent
(1)
state space model
(1)
contextual bandit
(1)
sublinear regret
(1)
exploration bonus
(1)
periodic policy
(1)
evolutionary algorithm
(1)
generalized additive model
(1)
demand response
(1)
non-stationary mdp
(1)
occupancy measure
(1)
episodic mdp
(1)
tabular markov decision process
(1)
multi-agent system
(1)
adaptive parameter
(1)
convex reinforcement learning
(1)
quadratic loss
(1)
load forecasting
(1)
Papers
Online Markov Decision Processes with Terminal Law Constraints
ALT 2026
AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting
AutoML 2025
Online Episodic Convex Reinforcement Learning
ICML 2025
Automated Deep Learning for load forecasting
AutoML 2024
Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent
AISTATS 2024
MetaCURL: Non-stationary Concave Utility Reinforcement Learning
NeurIPS 2024
Target Tracking for Contextual Bandits: Application to Demand Side Management
ICML 2019