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Author

Parameswaran Kamalaruban

Observed names: Kamalaruban Parameswaran, Kamalaruban, Parameswaran, P. Kamalaruban, Parameswaran, Kamalaruban
Observed institutions: Australian National University, Turing Institute, Visa (United Kingdom), University of Moratuwa, Aarhus University, University of Cambridge, University of Warwick, Max Planck Institute for Software Systems, The Alan Turing Institute, Visa (United States), Data61, École Polytechnique Fédérale de Lausanne
ORCID: 0000-0002-2929-7886
Observed ORCID: 0000-0002-2929-7886
OpenAlex ID: A5090876613
Applications of reinforcement learning in energy systems
2020 · A.T.D. Perera, Parameswaran Kamalaruban · Renewable and Sustainable Energy Reviews · 462
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Optimization for Reinforcement Learning: From a single agent to cooperative agents
2020 · Donghwan Lee, Niao He, et al. · IEEE Signal Processing Magazine · 115
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Interactive Teaching Algorithms for Inverse Reinforcement Learning
2019 · Parameswaran Kamalaruban, Rati Devidze, et al. · International Joint Conference on Artificial Intelligence · 58
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Consistent Robust Regression
2017 · Kush Bhatia, Prateek Jain, et al. · neural information processing systems · 52
Exploration-Guided Reward Shaping for Reinforcement Learning Under Sparse Rewards
2022 · Rati Devidze, Parameswaran Kamalaruban, et al. · neural information processing systems · 28
Robust Reinforcement Learning via Adversarial training with Langevin Dynamics
2020 · Kamalaruban, Parameswaran, Huang, Yu-Ting, et al. · arXiv (Cornell University) · 24
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Explicable Reward Design for Reinforcement Learning Agents
2021 · Rati Devidze, Goran Radanović, et al. · neural information processing systems · 23
Learning Personalized Decision Support Policies
2025 · Umang Bhatt, Valerie Chen, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 18
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Corruption Robust Offline Reinforcement Learning with Human Feedback
2024 · Debmalya Mandal, Andi Nika, et al. · arXiv (Cornell University) · 15
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Automatic number plate recognition in low quality videos
2013 · T. Ajanthan, P. Kamalaruban, et al. · IEEE International Conference on Industrial and Information Systems (ICIIS) · 15
Iterative Classroom Teaching
2019 · Teresa Yeo, Parameswaran Kamalaruban, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 13
Proximal Curriculum for Reinforcement Learning Agents
2023 · Tzannetos, Georgios, Ribeiro, Bárbara Gomes, et al. · arXiv (Cornell University) · 12
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Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
2024 · Nika, Andi, Mandal, Debmalya, et al. · arXiv (Cornell University) · 11
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Not All Attributes are Created Equal: d X -Private Mechanisms for Linear Queries
2020 · Parameswaran Kamalaruban, Victor Perrier, et al. · Proceedings on Privacy Enhancing Technologies · 11
Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges
2024 · Parameswaran Kamalaruban, Yulu Pi, et al. · ACM International Conference on AI in Finance (ICAIF) · 10
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Robust Learning from Observation with Model Misspecification
2022 · Luca Viano, Yu-Ting Huang, et al. · Adaptive Agents and Multi-Agents Systems · 9
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Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch
2020 · Viano, Luca, Huang, Yu-Ting, et al. · arXiv (Cornell University) · 8
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Vector quantization, density estimation and outlier detection on cricket dataset
2013 · Kamalaruban Parameswaran · International Conference on Computer Communication and Informatics (ICCCI) · 8
Informativeness of Reward Functions in Reinforcement Learning
2024 · Rati Devidze, Parameswaran Kamalaruban, et al. · Adaptive Agents and Multi-Agents Systems · 7
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Curriculum Design for Teaching via Demonstrations: Theory and Applications
2021 · Yengera, Gaurav, Devidze, Rati, et al. · arXiv (Cornell University) · 5
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Inference-Time Personalized Alignment with a Few User Preference Queries
2025 · Victor-Alexandru Pădurean, Parameswaran Kamalaruban, et al. · neural information processing systems · 4
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Adversarially Robust Decision Transformer
2024 · Xiaohang Tang, Afonso Marques, et al. · neural information processing systems · 4
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Exp-Concavity of Proper Composite Losses
2018 · Kamalaruban, Parameswaran, Williamson, Robert C., et al. · arXiv (Cornell University) · 4
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Efficient and Consistent Robust Time Series Analysis
2016 · Bhatia, Kush, Jain, Prateek, et al. · arXiv (Cornell University) · 4
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Interaction-limited Inverse Reinforcement Learning
2020 · Troussard, Martin, Pignat, Emmanuel, et al. · arXiv (Cornell University) · 3
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Works count: 39
Citation count: 937
H-index: 12
I10-index: 15
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