Provably efficient black-box action poisoning attacks against reinforcement learning G Liu, L Lai Advances in Neural Information Processing Systems 34, 12400-12410, 2021 | 22 | 2021 |
Action-manipulation attacks on stochastic bandits G Liu, L Lai ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 22 | 2020 |
Action-manipulation attacks against stochastic bandits: Attacks and defense G Liu, L Lai IEEE Transactions on Signal Processing 68, 5152-5165, 2020 | 14 | 2020 |
Efficient action poisoning attacks on linear contextual bandits G Liu, L Lai arXiv preprint arXiv:2112.05367, 2021 | 2 | 2021 |
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning G Liu, L Lai arXiv preprint arXiv:2307.07670, 2023 | 1 | 2023 |
Optimal Cost Constrained Adversarial Attacks For Multiple Agent Systems Z Lu, G Liu, L Cai, W Xu arXiv preprint arXiv:2311.00859, 2023 | | 2023 |
Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty G Liu, Z Zhou, H Liu, L Lai arXiv preprint arXiv:2307.07666, 2023 | | 2023 |
Action Poisoning Attacks on Linear Contextual Bandits G Liu, L Lai Transactions on Machine Learning Research, 2022 | | 2022 |