Sichen Yang (Preferred)
Sichen Yang
Postdoc, Johns Hopkins University
Joined
September 2025
Names
Emails
****@jhu.edu (Confirmed)
****@gmail.com (Confirmed)
Personal Links
Career & Education History
Postdoc
Johns Hopkins University (johnshopkins.edu)
Present
Advisors, Relations & Conflicts
Expertise
multi-agent systems
, interacting particle systems
, mean-field control
, multi-agent reinforcement learning
2021 – Present
scientific machine learning
, neural operators
, PDEs
, SDEs
, operator learning
2020 – Present
graph learning
, community detection
, graph neural networks
, stochastic block models
2020 – Present
reinforcement learning
, hierarchical RL
, model-based RL
, options
, curriculum learning
2019 – Present
multi-level MDPs
, meta-reinforcement learning
, transfer learning
, skill discovery
, dynamic programming
2019 – Present
stochastic differential equations
, model reduction
, diffusion processes
, rough paths
, stochastic control
2018 – Present
manifold learning
, diffusion maps
, spectral methods
, high-dimensional data analysis
, representation learning
2018 – Present