Paria Rashidinejad

According to our database, Paria Rashidinejad authored at least 5 papers between 2020 and 2023.

Collaborative distances:

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

2023

Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning.

Hanlin Zhu, Paria Rashidinejad, Jiantao Jiao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian.

Paria Rashidinejad, Hanlin Zhu, Kunhe Yang, Stuart Russell, Jiantao Jiao

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism.

Paria Rashidinejad, Banghua Zhu, Cong Ma, Jiantao Jiao, Stuart Russell

IEEE Trans. Inf. Theory, 2022

2021

MADE: Exploration via Maximizing Deviation from Explored Regions.

Tianjun Zhang, Paria Rashidinejad, Jiantao Jiao, Yuandong Tian, Joseph E. Gonzalez, Stuart Russell

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

SLIP: Learning to predict in unknown dynamical systems with long-term memory.

Paria Rashidinejad, Jiantao Jiao, Stuart Russell

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020