Amin Rakhsha

According to our database, Amin Rakhsha authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deflated Dynamics Value Iteration.

Jongmin Lee, Amin Rakhsha, Ernest K. Ryu, Amir-massoud Farahmand

CoRR, 2024

PID Accelerated Temporal Difference Algorithms.

Mark Bedaywi, Amin Rakhsha, Amir-massoud Farahmand

RLJ, 2024

Maximum Entropy Model Correction in Reinforcement Learning.

Amin Rakhsha, Mete Kemertas, Mohammad Ghavamzadeh, Amir-massoud Farahmand

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

Operator Splitting Value Iteration.

Amin Rakhsha, Andrew Wang, Mohammad Ghavamzadeh, Amir-massoud Farahmand

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks.

Amin Rakhsha, Goran Radanovic, Rati Devidze, Xiaojin Zhu, Adish Singla

J. Mach. Learn. Res., 2021

Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments.

Amin Rakhsha, Xuezhou Zhang, Xiaojin Zhu, Adish Singla

CoRR, 2021

2020

Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning.

Amin Rakhsha, Goran Radanovic, Rati Devidze, Xiaojin Zhu, Adish Singla

Proceedings of the 37th International Conference on Machine Learning, 2020