Sanae Amani

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 21

Top Topics

Reinforcement Learning

Top Venues

Publications

Sanae Amani, Khushbu Pahwa, Vladimir Braverman, Lin F. Yang
Scaling Distributed Multi-task Reinforcement Learning with Experience Sharing. CoRR (2023)
Sanae Amani, Tor Lattimore, András György, Lin Yang
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost. ICML (2023)
Sanae Amani, Lin Yang, Ching-An Cheng
Provably Efficient Lifelong Reinforcement Learning with Linear Representation. ICLR (2023)
Sanae Amani, Tor Lattimore, András György, Lin F. Yang
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost. CoRR (2022)
Sanae Amani, Lin F. Yang, Ching-An Cheng
Provably Efficient Lifelong Reinforcement Learning with Linear Function Approximation. CoRR (2022)
Sanae Amani, Lin F. Yang
Doubly Pessimistic Algorithms for Strictly Safe Off-Policy Optimization. CISS (2022)
Sanae Amani, Christos Thrampoulidis, Lin F. Yang
Safe Reinforcement Learning with Linear Function Approximation. CoRR (2021)
Ahmadreza Moradipari, Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Safe Linear Thompson Sampling With Side Information. IEEE Trans. Signal Process. 69 (2021)
Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Regret Bounds for Safe Gaussian Process Bandit Optimization. ISIT (2021)
Sanae Amani, Christos Thrampoulidis
UCB-based Algorithms for Multinomial Logistic Regression Bandits. CoRR (2021)
Sanae Amani, Christos Thrampoulidis
Decentralized Multi-Agent Linear Bandits with Safety Constraints. AAAI (2021)
Sanae Amani, Christos Thrampoulidis
UCB-based Algorithms for Multinomial Logistic Regression Bandits. NeurIPS (2021)
Sanae Amani, Christos Thrampoulidis, Lin Yang
Safe Reinforcement Learning with Linear Function Approximation. ICML (2021)
Ahmadreza Moradipari, Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Safe Linear Bandits. CISS (2021)
Sanae Amani, Christos Thrampoulidis
Decentralized Multi-Agent Linear Bandits with Safety Constraints. CoRR (2020)
Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Generalized Linear Bandits with Safety Constraints. ICASSP (2020)
Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Regret Bound for Safe Gaussian Process Bandit Optimization. L4DC (2020)
Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Regret Bounds for Safe Gaussian Process Bandit Optimization. CoRR (2020)
Ahmadreza Moradipari, Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Safe Linear Thompson Sampling. CoRR (2019)
Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Linear Stochastic Bandits Under Safety Constraints. NeurIPS (2019)
Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis
Linear Stochastic Bandits Under Safety Constraints. CoRR (2019)