EPOpt: Learning Robust Neural Network Policies Using Model Ensembles

Aravind Rajeswaran, Sarvjeet Ghotra, Balaraman Ravindran +1

Sample complexity and safety are major challenges when learning policies with reinforcement learning for real-world tasks, especially when the policies are represented using rich f…