Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization without Compounding Errors

Chi Zhang, Sanmukh Rao Kuppannagari, Viktor K Prasanna

Model usage is the central challenge of model-based reinforcement learning. Although dynamics model based on deep neural networks provide good generalization for single step predic…