Siwei Wang

According to our database, Siwei Wang authored at least 15 papers between 2018 and 2024.

Collaborative distances:

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

2024

Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation.

Yu Chen, Xiangcheng Zhang, Siwei Wang, Longbo Huang

CoRR, 2024

2023

Contextual Combinatorial Bandits with Probabilistically Triggered Arms.

Xutong Liu, Jinhang Zuo, Siwei Wang, John C. S. Lui, Mohammad H. Hajiesmaili, Adam Wierman, Wei Chen

CoRR, 2023

Contextual Combinatorial Bandits with Probabilistically Triggered Arms.

Xutong Liu, Jinhang Zuo, Siwei Wang, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman, Wei Chen

Proceedings of the International Conference on Machine Learning, 2023

Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path.

Yihan Du, Siwei Wang, Longbo Huang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

The pure exploration problem with general reward functions depending on full distributions.

Siwei Wang, Wei Chen

Mach. Learn., 2022

Risk-Sensitive Reinforcement Learning: Iterated CVaR and the Worst Path.

Yihan Du, Siwei Wang, Longbo Huang

CoRR, 2022

Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms.

Xutong Liu, Jinhang Zuo, Siwei Wang, Carlee Joe-Wong, John C. S. Lui, Wei Chen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Pure Exploration Bandit Problem with General Reward Functions Depending on Full Distributions.

Siwei Wang, Wei Chen

CoRR, 2021

Continuous Mean-Covariance Bandits.

Yihan Du, Siwei Wang, Zhixuan Fang, Longbo Huang

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

Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous Feedback.

Siwei Wang, Haoyun Wang, Longbo Huang

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

A One-Size-Fits-All Solution to Conservative Bandit Problems.

Yihan Du, Siwei Wang, Longbo Huang

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

2020

Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits.

Siwei Wang, Longbo Huang, John C. S. Lui

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Dueling Bandits: From Two-dueling to Multi-dueling.

Yihan Du, Siwei Wang, Longbo Huang

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2018

Multi-armed Bandits with Compensation.

Siwei Wang, Longbo Huang

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Thompson Sampling for Combinatorial Semi-Bandits.

Siwei Wang, Wei Chen

Proceedings of the 35th International Conference on Machine Learning, 2018