Yufeng Zhang
Affiliations:- Northwestern University, Evanston, IL, USA
According to our database1,
Yufeng Zhang
authored at least 10 papers
between 2020 and 2022.
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Bibliography
2022
2021
Provably Efficient Generative Adversarial Imitation Learning for Online and Offline Setting with Linear Function Approximation.
CoRR, 2021
Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Offline Constrained Multi-Objective Reinforcement Learning via Pessimistic Dual Value Iteration.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Provably Efficient Actor-Critic for Risk-Sensitive and Robust Adversarial RL: A Linear-Quadratic Case.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Variational Transport: A Convergent Particle-BasedAlgorithm for Distributional Optimization.
CoRR, 2020
Generative Adversarial Imitation Learning with Neural Networks: Global Optimality and Convergence Rate.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate.
Proceedings of the 37th International Conference on Machine Learning, 2020