Melissa Mozifian
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Robotics and Sensor-Based Localization
Most-Cited Works
- → Joint 3D Proposal Generation and Object Detection from View Aggregation(2018)1,643 cited
- → Sim2Real in Robotics and Automation: Applications and Challenges(2021)142 cited
- → Deep Learning a Quadrotor Dynamic Model for Multi-Step Prediction(2018)44 cited
- → Perspectives on Sim2Real Transfer for Robotics: A Summary of the R:SS 2020 Workshop(2020)34 cited
- → Shaping Rewards for Reinforcement Learning with Imperfect Demonstrations using Generative Models(2021)13 cited
- → Intervention Design for Effective Sim2Real Transfer(2020)8 cited
- Learning Domain Randomization Distributions for Transfer of Locomotion Policies.(2019)
- → Learning Domain Randomization Distributions for Training Robust Locomotion Policies(2019)2 cited