Sanae Amani

According to our database, Sanae Amani authored at least 16 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Learning in Safety-critical, Lifelong, and Multi-agent Systems: Bandits and RL Approaches

Sanae Amani

PhD thesis, 2023

Scaling Distributed Multi-task Reinforcement Learning with Experience Sharing.

Sanae Amani, Khushbu Pahwa, Vladimir Braverman, Lin F. Yang

CoRR, 2023

Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost.

Sanae Amani, Tor Lattimore, András György, Lin Yang

Proceedings of the International Conference on Machine Learning, 2023

Provably Efficient Lifelong Reinforcement Learning with Linear Representation.

Sanae Amani, Lin Yang, Ching-An Cheng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Provably Efficient Lifelong Reinforcement Learning with Linear Function Approximation.

Sanae Amani, Lin F. Yang, Ching-An Cheng

CoRR, 2022

Doubly Pessimistic Algorithms for Strictly Safe Off-Policy Optimization.

Sanae Amani, Lin F. Yang

Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

2021

Safe Linear Thompson Sampling With Side Information.

Ahmadreza Moradipari, Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis

IEEE Trans. Signal Process., 2021

UCB-based Algorithms for Multinomial Logistic Regression Bandits.

Sanae Amani, Christos Thrampoulidis

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Regret Bounds for Safe Gaussian Process Bandit Optimization.

Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis

Proceedings of the IEEE International Symposium on Information Theory, 2021

Safe Reinforcement Learning with Linear Function Approximation.

Sanae Amani, Christos Thrampoulidis, Lin Yang

Proceedings of the 38th International Conference on Machine Learning, 2021

Safe Linear Bandits.

Ahmadreza Moradipari, Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis

Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021

Decentralized Multi-Agent Linear Bandits with Safety Constraints.

Sanae Amani, Christos Thrampoulidis

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Regret Bound for Safe Gaussian Process Bandit Optimization.

Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Generalized Linear Bandits with Safety Constraints.

Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Safe Linear Thompson Sampling.

Ahmadreza Moradipari, Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis

CoRR, 2019

Linear Stochastic Bandits Under Safety Constraints.

Sanae Amani, Mahnoosh Alizadeh, Christos Thrampoulidis

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019