Driving Intents Amplify Planning-Oriented Reinforcement Learning

Hengtong Lu, Victor Shea-Jay Huang, Chengmin Yang +4

Continuous-action policies trained on a single demonstrated trajectory per scene suffer from mode collapse: samples cluster around the demonstrated maneuver and the policy cannot r…