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Parameswaran Kamalaruban
Parameswaran Kamalaruban
8
papers
147
total citations
papers (8)
Robust Reinforcement Learning via Adversarial training with Langevin Dynamics
NEURIPS 2020
arXiv
71
citations
Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch
NEURIPS 2021
arXiv
35
citations
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
ICML 2024
arXiv
20
citations
Learning Personalized Decision Support Policies
AAAI 2025
arXiv
12
citations
Curriculum Design for Teaching via Demonstrations: Theory and Applications
NEURIPS 2021
arXiv
9
citations
Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards
NEURIPS 2022
0
citations
Inference-Time Personalized Alignment with a Few User Preference Queries
NEURIPS 2025
arXiv
0
citations
Explicable Reward Design for Reinforcement Learning Agents
NEURIPS 2021
0
citations