Goal-constrained Sparse Reinforcement Learning for End-to-End Driving

Pranav Agarwal, Pierre de Beaucorps, Raoul de Charette

Deep reinforcement Learning for end-to-end driving is limited by the need of complex reward engineering. Sparse rewards can circumvent this challenge but suffers from long training…