Denoising Archival Films using a Learned Bayesian Model. - Teodor Mihai Moldovan; Stefan Roth 001; Michael J. Black (ICIP, 2006)

Scaling the mobile millennium system in the cloud. - Timothy Hunter; Teodor Mihai Moldovan; Matei Zaharia; Samy Merzgui; Justin Ma; Michael J. Franklin; Pieter Abbeel; Alexandre M. Bayen (SoCC, 2011)

Safe Exploration in Markov Decision Processes . - Teodor Mihai Moldovan; Pieter Abbeel (ICML, 2012)

Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds. - Teodor Mihai Moldovan; Pieter Abbeel (NIPS, 2012)

Safety, Risk Awareness and Exploration in Reinforcement Learning. - Teodor Mihai Moldovan (2014)

Optimism-driven exploration for nonlinear systems. - Teodor Mihai Moldovan; Sergey Levine; Michael I. Jordan; Pieter Abbeel (ICRA, 2015)

Model-based reinforcement learning with parametrized physical models and optimism-driven exploration. - Chris Xie; Sachin Patil; Teodor Mihai Moldovan; Sergey Levine; Pieter Abbeel (ICRA, 2016)