Amani, Sanae

8 publications

ICML 2025 Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning Yiran Wang, Chenshu Liu, Yunfan Li, Sanae Amani, Bolei Zhou, Lin Yang

ICML 2023 Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost Sanae Amani, Tor Lattimore, András György, Lin Yang

ICLR 2023 Provably Efficient Lifelong Reinforcement Learning with Linear Representation Sanae Amani, Lin Yang, Ching-An Cheng

AAAI 2021 Decentralized Multi-Agent Linear Bandits with Safety Constraints Sanae Amani, Christos Thrampoulidis

ICML 2021 Safe Reinforcement Learning with Linear Function Approximation Sanae Amani, Christos Thrampoulidis, Lin Yang

NeurIPS 2021 UCB-Based Algorithms for Multinomial Logistic Regression Bandits Sanae Amani, Christos Thrampoulidis

L4DC 2020 Regret Bound for Safe Gaussian Process Bandit Optimization Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis

NeurIPS 2019 Linear Stochastic Bandits Under Safety Constraints Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis