Scaling Learning based Policy Optimization for Temporal Logic Tasks by Controller Network Dropout

Navid Hashemi, Bardh Hoxha, Danil Prokhorov +2

This paper introduces a model-based approach for training feedback controllers for an autonomous agent operating in a highly nonlinear (albeit deterministic) environment. We desire…