Margaux Brégère
7 papers · 2019–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(6)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
AUTOML (2)
ICML (2)
AISTATS (1)
ALT (1)
NIPS (1)
Top co-authors
Keywords
online learning
(2)
regret bound
(2)
sub-linear regret
(1)
contextual bandit
(1)
periodic policy
(1)
demand response
(1)
non-stationary mdp
(1)
occupancy measure
(1)
tabular markov decision process
(1)
multi-agent system
(1)
quadratic loss
(1)
finite horizon
(1)
price incentive
(1)
concave utility
(1)
concave utility reinforcement learning
(1)
periodic regret
(1)
reinforcement learning
(1)
reset-free learning
(1)
mirror descent
(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
Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent
AISTATS 2024
Automated Deep Learning for load forecasting
AUTOML 2024
MetaCURL: Non-stationary Concave Utility Reinforcement Learning
NIPS 2024
Target Tracking for Contextual Bandits: Application to Demand Side Management
ICML 2019