Policy teaching via environment poisoning: Training-time adversarial attacks against reinforcement learning A Rakhsha, G Radanovic, R Devidze, X Zhu, A Singla International Conference on Machine Learning, 7974-7984, 2020 | 127 | 2020 |
Reward poisoning in reinforcement learning: Attacks against unknown learners in unknown environments A Rakhsha, X Zhang, X Zhu, A Singla arXiv preprint arXiv:2102.08492, 2021 | 34 | 2021 |
Policy teaching in reinforcement learning via environment poisoning attacks A Rakhsha, G Radanovic, R Devidze, X Zhu, A Singla Journal of Machine Learning Research 22 (210), 1-45, 2021 | 26 | 2021 |
Operator splitting value iteration A Rakhsha, A Wang, M Ghavamzadeh, A Farahmand Advances in Neural Information Processing Systems 35, 38373-38385, 2022 | 3 | 2022 |
Maximum Entropy Model Correction in Reinforcement Learning A Rakhsha, M Kemertas, M Ghavamzadeh, A Farahmand arXiv preprint arXiv:2311.17855, 2023 | | 2023 |