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Paria Rashidinejad
Paria Rashidinejad
Postdoctoral Scholar, University of California, Berkeley
Geverifieerd e-mailadres voor berkeley.edu - Homepage
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Bridging offline reinforcement learning and imitation learning: A tale of pessimism
P Rashidinejad, B Zhu, C Ma, J Jiao, S Russell
Advances in Neural Information Processing Systems (NeurIPS), 2021
3372021
MADE: Exploration via maximizing deviation from explored regions
T Zhang*, P Rashidinejad*, J Jiao, Y Tian, J Gonzalez, S Russell
Advances in Neural Information Processing Systems (NeurIPS), 2021
492021
Optimal conservative offline RL with general function approximation via augmented Lagrangian
P Rashidinejad, H Zhu, K Yang, S Russell, J Jiao
International Conference on Learning Representations (ICLR) --- Spotlight, 2023
422023
Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning
H Zhu, P Rashidinejad, J Jiao
Advances in Neural Information Processing Systems (NeurIPS), 2023
192023
SLIP: Learning to predict in unknown dynamical systems with long-term memory
P Rashidinejad, J Jiao, S Russell
Advances in Neural Information Processing Systems (NeurIPS) --- Oral, 2020
142020
Patient-adaptable intracranial pressure morphology analysis using a probabilistic model-based approach
P Rashidinejad, X Hu, S Russell
Physiological measurement 41 (10), 104003, 2020
72020
Sail into the Headwind: Alignment via Robust Rewards and Dynamic Labels against Reward Hacking
P Rashidinejad, Y Tian
International Conference on Learning Representations (ICLR), 2025
2025
Reliable Prediction and Decision-Making in Sequential Environments
P Rashidinejad
University of California, Berkeley, 2022
2022
Techniques for accurately estimating the reliability of storage systems
P Rashidinejad, N Jamadagni, A Raghavan, C Schelp, C Gordon
US Patent 11,416,324, 2020
2020
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