Sanae Amani
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Cross-Pollinator (13) π Interdisciplinary Bridge π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
π
Conference Polyglot
(5)
π
Keyword Champion
(2)
π
Grand Slam
π
Conference Pioneer
π
Trend Setter
Conferences
ICML (3)
NIPS (2)
AAAI (1)
ICLR (1)
L4DC (1)
Top co-authors
Keywords
regret bound
(4)
safety constraint
(4)
multi-armed bandit
(3)
upper confidence bound
(3)
distributed learning
(1)
decentralized optimization
(1)
markov decision process
(1)
regret minimization
(1)
gaussian process
(1)
multinomial logistic regression
(1)
linear function approximation
(1)
ucb algorithm
(1)
bayesian optimization
(1)
minimax optimal
(1)
safe reinforcement learning
(1)
bandit optimization
(1)
linear bandit
(1)
bandit algorithm
(1)
generalized linear bandit
(1)
gaussian process bandit
(1)
Papers
Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning
ICML 2025
Provably Efficient Lifelong Reinforcement Learning with Linear Representation
ICLR 2023
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost
ICML 2023
UCB-based Algorithms for Multinomial Logistic Regression Bandits
NIPS 2021
Decentralized Multi-Agent Linear Bandits with Safety Constraints
AAAI 2021
Safe Reinforcement Learning with Linear Function Approximation
ICML 2021
Regret Bound for Safe Gaussian Process Bandit Optimization
L4DC 2020
Linear Stochastic Bandits Under Safety Constraints
NIPS 2019