Paria Rashidinejad
6 papers · 2020–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
NIPS (4)
ICLR (2)
Top co-authors
Keywords
offline reinforcement learning
(2)
imitation learning
(1)
policy 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)
conservative policy
(1)
intrinsic reward
(1)
linear dynamical system
(1)
minimax optimal rate
(1)
lower confidence bound
(1)
concentrability coefficient
(1)
deviation maximization
(1)
sample efficiency
(1)
pessimistic evaluation
(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
NIPS 2023
Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian
ICLR 2023
MADE: Exploration via Maximizing Deviation from Explored Regions
NIPS 2021
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism
NIPS 2021
SLIP: Learning to predict in unknown dynamical systems with long-term memory
NIPS 2020