Supratik Paul

Computer Science · Physical Sciences

4h-index96citations12works0.02yr avg
OpenAlex↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Machine Learning and Algorithms(6), Reinforcement Learning in Robotics(5), Advanced Bandit Algorithms Research(5), Autonomous Vehicle Technology and Safety(3), Machine Learning and Data Classification(3)

Publications12 total

Rate-Informed Discovery via Bayesian Adaptive Multifidelity Sampling
arXiv (Cornell University)·2024Open Access
Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula
arXiv (Cornell University)·2022· 1 citedOpen Access
Hierarchical Model-Based Imitation Learning for Planning in Autonomous Driving
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)·2022· 41 cited
Hierarchical Model-Based Imitation Learning for Planning in Autonomous Driving
arXiv (Cornell University)·2022· 1 citedOpen Access
Robust reinforcement learning with Bayesian optimisation and quadrature
Oxford University Research Archive (ORA) (University of Oxford)·2020Open Access
Learning From Demonstration in the Wild
2019· 10 citedOpen Access
Fast Efficient Hyperparameter Tuning for Policy Gradients
arXiv (Cornell University)·2019· 14 citedOpen Access
Fast Efficient Hyperparameter Tuning for Policy Gradient Methods
Oxford University Research Archive (ORA) (University of Oxford)·2019· 21 citedOpen Access
Contextual Policy Optimisation.
2018· 3 cited
Fingerprint Policy Optimisation for Robust Reinforcement Learning
arXiv (Cornell University)·2018· 1 citedOpen Access
Alternating Optimisation and Quadrature for Robust Control
Proceedings of the AAAI Conference on Artificial Intelligence·2018· 2 citedOpen Access
Alternating Optimisation and Quadrature for Robust Reinforcement Learning.
arXiv (Cornell University)·2016· 2 citedOpen Access

Frequent Co-authors

Shimon Whiteson(12), Michael A. Osborne(5), Payam Nikdel(4), Eli Bronstein(3), Vitaly Kurin(3), Kamil Ciosek(3), Mark Palatucci(2), Dominik Notz(2), Brandyn White(2), Alex Kuefler(2), Yiren Lu(2), Paul Mougin(2), Hongge Chen(2), Justin Fu(2), Austin Abrams(2), Punit Shah(2), Evan Racah(2), Benjamin Frenkel(2), Dragomir Anguelov(2), Konstantinos Chatzilygeroudis(2)