Paul, Supratik

7 publications

CoRL 2024 Rate-Informed Discovery via Bayesian Adaptive Multifidelity Sampling Aman Sinha, Payam Nikdel, Supratik Paul, Shimon Whiteson

CoRL 2022 Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula Eli Bronstein, Sirish Srinivasan, Supratik Paul, Aman Sinha, Matthew O’Kelly, Payam Nikdel, Shimon Whiteson

JMLR 2020 Robust Reinforcement Learning with Bayesian Optimisation and Quadrature Supratik Paul, Konstantinos Chatzilygeroudis, Kamil Ciosek, Jean-Baptiste Mouret, Michael A. Osborne, Shimon Whiteson

NeurIPS 2019 Fast Efficient Hyperparameter Tuning for Policy Gradient Methods Supratik Paul, Vitaly Kurin, Shimon Whiteson

ICMLW 2019 Fast Efficient Hyperparameter Tuning for Policy Gradients Supratik Paul, Vitaly Kurin, Shimon Whiteson

ICML 2019 Fingerprint Policy Optimisation for Robust Reinforcement Learning Supratik Paul, Michael A. Osborne, Shimon Whiteson

AAAI 2018 Alternating Optimisation and Quadrature for Robust Control Supratik Paul, Konstantinos I. Chatzilygeroudis, Kamil Ciosek, Jean-Baptiste Mouret, Michael A. Osborne, Shimon Whiteson