Provably efficient black-box action poisoning attacks against reinforcement learning G Liu, L Lai Advances in Neural Information Processing Systems 34, 12400-12410, 2021 | 32 | 2021 |
Action-manipulation attacks on stochastic bandits G Liu, L Lai ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 24 | 2020 |
Action-manipulation attacks against stochastic bandits: Attacks and defense G Liu, L Lai IEEE Transactions on Signal Processing 68, 5152-5165, 2020 | 17 | 2020 |
Efficient adversarial attacks on online multi-agent reinforcement learning G Liu, L Lai Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
Efficient action poisoning attacks on linear contextual bandits G Liu, L Lai arXiv preprint arXiv:2112.05367, 2021 | 3 | 2021 |
Optimal cost constrained adversarial attacks for multiple agent systems Z Lu, G Liu, L Lai, W Xu 2024 58th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2024 | 1 | 2024 |
Camouflage Adversarial Attacks on Multiple Agent Systems Z Lu, G Liu, L Lai, W Xu arXiv preprint arXiv:2401.17405, 2024 | 1 | 2024 |
Reward Attack on Stochastic Bandits with Non-Stationary Rewards C Yang, G Liu, L Lai 2023 57th Asilomar Conference on Signals, Systems, and Computers, 1387-1393, 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 |