Mohamad H Danesh
I am a research engineer at Ivy, working on unifying existing ML frameworks. Prior to that, I was a research intern at the National University of Singapore, working with Panpan Cai and Professor David Hsu on planning under uncertainty for autonomous vehicles. I got my master’s from the Oregon State University, where I was advised by Professor Alan Fern working on explainable and robust reinforcement learning.
My research interest broadly lies in reinforcement learning. I have researched explainability in RL, robust and safe RL, and now I am currently working on planning and learning under uncertainty.
- Out-of-Distribution Dynamics Detection: RL-Relevant Benchmarks and ResultsIn International Conference on Machine Learning, UDL Workshop 2021 (oral)