Sanae Amani
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26)
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Grand Slam
📈
Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
safety constraint
(4)
regret bound
(4)
upper confidence bound
(4)
multi-armed bandit
(3)
regret minimization
(2)
decentralized optimization
(1)
distributed learning
(1)
logistic regression
(1)
multinomial logistic regression
(1)
gaussian process
(1)
linear function approximation
(1)
ucb algorithm
(1)
bayesian optimization
(1)
minimax optimal
(1)
sequential decision making
(1)
safe reinforcement learning
(1)
markov decision process
(1)
function approximation
(1)
bandit optimization
(1)
episodic learning
(1)
Papers
Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning
ICML 2025
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost
ICML 2023
Provably Efficient Lifelong Reinforcement Learning with Linear Representation
ICLR 2023
Decentralized Multi-Agent Linear Bandits with Safety Constraints
AAAI 2021
Safe Reinforcement Learning with Linear Function Approximation
ICML 2021
UCB-based Algorithms for Multinomial Logistic Regression Bandits
NeurIPS 2021
Regret Bound for Safe Gaussian Process Bandit Optimization
L4DC 2020
Linear Stochastic Bandits Under Safety Constraints
NeurIPS 2019