Yue Wang
Orcid: 0009-0001-9786-052XAffiliations:
- University of Central Florida, Orlando, FL, USA
- University at Buffalo, the State University of New York, NY, USA (Ph.D., 2023)
According to our database1,
Yue Wang
authored at least 19 papers
between 2020 and 2024.
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Bibliography
2024
IEEE Trans. Inf. Theory, September, 2024
Achieving the Asymptotically Minimax Optimal Sample Complexity of Offline Reinforcement Learning: A DRO-Based Approach.
Trans. Mach. Learn. Res., 2024
A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Distributionally Robust Optimization Efficiently Solves Offline Reinforcement Learning.
CoRR, 2023
A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems.
IROS, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A Robust and Constrained Multi-Agent Reinforcement Learning Framework for Electric Vehicle AMoD Systems.
CoRR, 2022
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022
Proceedings of the International Conference on Machine Learning, 2022
2021
Finite-Sample Analysis for Two Time-scale Non-linear TDC with General Smooth Function Approximation.
CoRR, 2021
Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020