Paria Rashidinejad
6 papers · 2020–2025 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(10)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
offline reinforcement learning
(3)
sample efficiency
(1)
imitation learning
(1)
policy optimization
(1)
function approximation
(1)
preference optimization
(1)
importance sampling
(1)
kalman filter
(1)
online prediction
(1)
stochastic process
(1)
bellman error
(1)
upper confidence bound
(1)
regret bound
(1)
spectral method
(1)
reward hacking
(1)
conservative policy
(1)
intrinsic reward
(1)
linear dynamical system
(1)
ai alignment
(1)
minimax optimal rate
(1)
Papers
Sail into the Headwind: Alignment via Robust Rewards and Dynamic Labels against Reward Hacking
ICLR 2025
Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning
NeurIPS 2023
Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian
ICLR 2023
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism
NeurIPS 2021
MADE: Exploration via Maximizing Deviation from Explored Regions
NeurIPS 2021
SLIP: Learning to predict in unknown dynamical systems with long-term memory
NeurIPS 2020