עקוב אחר
Amin Rakhsha
Amin Rakhsha
Ph.D. Student at University of Toronto and Vector Institute
כתובת אימייל מאומתת בדומיין cs.toronto.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
1272020
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
342021
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
262021
Operator splitting value iteration‏
A Rakhsha, A Wang, M Ghavamzadeh, A Farahmand‏
Advances in Neural Information Processing Systems 35, 38373-38385, 2022‏
32022
Maximum Entropy Model Correction in Reinforcement Learning‏
A Rakhsha, M Kemertas, M Ghavamzadeh, A Farahmand‏
arXiv preprint arXiv:2311.17855, 2023‏
2023
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מאמרים 1–5