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Parameswaran Kamalaruban
Parameswaran Kamalaruban
Featurespace
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Titel
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År
Applications of reinforcement learning in energy systems
ATD Perera, P Kamalaruban
Renewable and Sustainable Energy Reviews 137, 110618, 2021
3562021
Consistent robust regression
K Bhatia, P Jain, P Kamalaruban, P Kar
Advances in Neural Information Processing Systems 30, 2017
1182017
Optimization for reinforcement learning: From a single agent to cooperative agents
D Lee, N He, P Kamalaruban, V Cevher
IEEE Signal Processing Magazine 37 (3), 123-135, 2020
1112020
Interactive teaching algorithms for inverse reinforcement learning
P Kamalaruban, R Devidze, V Cevher, A Singla
arXiv preprint arXiv:1905.11867, 2019
742019
Robust reinforcement learning via adversarial training with langevin dynamics
P Kamalaruban, YT Huang, YP Hsieh, P Rolland, C Shi, V Cevher
arXiv preprint arXiv:2002.06063, 2020
712020
Explicable reward design for reinforcement learning agents
R Devidze, G Radanovic, P Kamalaruban, A Singla
Advances in neural information processing systems 34, 20118-20131, 2021
572021
Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards
R Devidze, P Kamalaruban, A Singla
Advances in Neural Information Processing Systems, 2022
482022
Robust inverse reinforcement learning under transition dynamics mismatch
L Viano, YT Huang, P Kamalaruban, A Weller, V Cevher
Advances in Neural Information Processing Systems 34, 25917-25931, 2021
312021
Iterative classroom teaching
T Yeo, P Kamalaruban, A Singla, A Merchant, T Asselborn, L Faucon, ...
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5684-5692, 2019
212019
Automatic number plate recognition in low quality videos
T Ajanthan, P Kamalaruban, R Rodrigo
2013 IEEE 8th International Conference on Industrial and Information Systems …, 2013
192013
Learning personalized decision support policies
U Bhatt, V Chen, KM Collins, P Kamalaruban, E Kallina, A Weller, ...
arXiv preprint arXiv:2304.06701, 2023
142023
Not All Attributes are Created Equal: -Private Mechanisms for Linear Queries
P Kamalaruban, V Perrier, HJ Asghar, MA Kaafar
arXiv preprint arXiv:1806.02389, 2018
132018
Curriculum design for teaching via demonstrations: theory and applications
G Yengera, R Devidze, P Kamalaruban, A Singla
Advances in Neural Information Processing Systems 34, 10496-10509, 2021
102021
Robust learning from observation with model misspecification
L Viano, YT Huang, P Kamalaruban, C Innes, S Ramamoorthy, A Weller
arXiv preprint arXiv:2202.06003, 2022
92022
Proximal curriculum for reinforcement learning agents
G Tzannetos, BG Ribeiro, P Kamalaruban, A Singla
arXiv preprint arXiv:2304.12877, 2023
72023
Exp-concavity of proper composite losses
P Kamalaruban, R Williamson, X Zhang
Conference on Learning Theory, 1035-1065, 2015
72015
Vector quantization, density estimation and outlier detection on cricket dataset
K Parameswaran
2013 International Conference on Computer Communication and Informatics, 1-5, 2013
72013
Reward model learning vs. direct policy optimization: A comparative analysis of learning from human preferences
A Nika, D Mandal, P Kamalaruban, G Tzannetos, G Radanović, A Singla
arXiv preprint arXiv:2403.01857, 2024
62024
Environment Shaping in Reinforcement Learning using State Abstraction
P Kamalaruban, R Devidze, V Cevher, A Singla
arXiv preprint arXiv:2006.13160, 2020
62020
Improved optimistic mirror descent for sparsity and curvature
P Kamalaruban
arXiv preprint arXiv:1609.02383, 2016
52016
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Artikler 1–20