Cosmin Paduraru
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
ICLR (4)
NIPS (2)
ICML (1)
Top co-authors
Keywords
reinforcement learning
(1)
off-policy evaluation
(1)
offline reinforcement learning
(1)
policy optimization
(1)
policy learning
(1)
sequential decision
(1)
policy selection
(1)
directed graph
(1)
bayesian optimization
(1)
positional encoding
(1)
continuous action
(1)
discrete action
(1)
kernel function
(1)
offline policy selection
(1)
state distribution
(1)
graph neural network
(1)
magnetic laplacian
(1)
Papers
Training Language Models to Self-Correct via Reinforcement Learning
ICLR 2025
Transformers Meet Directed Graphs
ICML 2023
COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation
ICLR 2022
Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization
ICLR 2021
Active Offline Policy Selection
NIPS 2021
Benchmarks for Deep Off-Policy Evaluation
ICLR 2021
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
NIPS 2020