Amin Rakhsha
Amin Rakhsha
Ph.D. Student at University of Toronto and Vector Institute
Verified email at - Homepage
Cited by
Cited by
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
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
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
Operator splitting value iteration
A Rakhsha, A Wang, M Ghavamzadeh, A Farahmand
Advances in Neural Information Processing Systems 35, 38373-38385, 2022
Maximum Entropy Model Correction in Reinforcement Learning
A Rakhsha, M Kemertas, M Ghavamzadeh, A Farahmand
arXiv preprint arXiv:2311.17855, 2023
The system can't perform the operation now. Try again later.
Articles 1–5