
Shruti Mishra
I am a broadly trained scientist with a focus on reinforcement learning and fluid mechanics. I work as a Research Scientist in reinforcement learning at Sony AI. I earned my PhD in Applied Mathematics from Harvard University, where I worked on problems in continuum mechanics, computation and machine learning. I have spent some time learning and doing research at DeepMind, on reinforcement learning in continuous control environments, and at Mila, on the use of deep learning to forecast natural convection.
Education
PhD, Applied Mathematics, Harvard University (2021) SM, Applied Mathematics, Harvard University (2017) MEng, Mechanical Engineering, Imperial College London (2014)
Publications
S. Mishra, A. Anand, J. Hoffmann, N. Heess, M. Riedmiller, A. Abdolmaleki, D. Precup
Conference on Robot Learning, LocoLearn workshop (2024) [article]
S. Mishra, S.M. Rubinstein, C.H. Rycroft
Journal of Fluid Mechanics (2022) [article] [code]
A. Abdolmaleki, S.H. Huang, G. Vezzani, B. Shahriari, J.T. Springenberg, S. Mishra, D. Tirumala, A. Byravan, K. Bousmalis, A. György, C. Szepesvari, R. Hadsell, N. Heess, M. Riedmiller (2021)
[article]
S. Mishra, W.M. van Rees, L. Mahadevan
Journal of the Royal Society Interface (2020) [article]
S. Mishra, A. Abdolmaleki, A. Guez, P. Trochim, D. Precup
Neural Information Processing Systems, NewInML Workshop (2019) [article]
J. Hoffmann, Y. Bar-Sinai, L.M. Lee, J. Andrejevic, S. Mishra, S.M. Rubinstein, C.H. Rycroft
Science Advances (2019) [article]
S. Mishra, M. Aslaninejad, P. Savage, P.A. Posocco, J.K. Pozimski, A.P. Letchford
Proceedings of the Particle Accelerator Conference (2013)
[article]
Professional Activities
Reviewing
Conference on Neural Information Processing Systems
Physical Review Letters
Reinforcement Learning Conference
AAAI Conference on Artificial Intelligence, workshops
Conference on Reinforcement Learning and Decision Making, workshops
International Conference on Machine Learning, workshops
Organising
RL Social at ICML 2021
Workshop at NeurIPS 2020, NewInML
Teaching and Mentoring
Teaching Assistant, Imperial College: ME1 Mathematics
Alumni Mentor, Imperial College