Firdaus Janoos

Implementation Matters in Deep Policy Gradients: A Case Study on PPO and TRPO

Logan Engstrom, Andrew Ilyas, Shibani Santurkar et al. · arXiv (Cornell University) · 2020 · 136 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Implementation Matters in Deep RL: A Case Study on PPO and TRPO

Logan Engstrom, Andrew Ilyas, Shibani Santurkar et al. · International Conference on Learning Representations · 2020 · 119 citations

Artificial Intelligence, Engineering, Machine Learning +21

Bayesian characterization of uncertainty in intra-subject non-rigid registration

Petter Risholm, Firdaus Janoos, Isaiah Norton et al. · Medical Image Analysis · 2013 · 61 citations · Full text

Engineering, Medical Imaging, Uncertainty Modeling +10

Robust 3D reconstruction and identification of dendritic spines from optical microscopy imaging

Firdaus Janoos, Kishore Mosaliganti, Xiaoyin Xu et al. · Medical Image Analysis · 2008 · 54 citations · Full text

Tissue Imaging, Dendritic Spines, Optical Microscopy Imaging +14

Are Deep Policy Gradient Algorithms Truly Policy Gradient Algorithms

Andrew Ilyas, Logan Engstrom, Shibani Santurkar et al. · arXiv (Cornell University) · 2018 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12