Energy efficient speed planning of electric vehicles for car-following scenario using model-based reinforcement learning

•Reinforcement Learning algorithm for energy efficient speed planning of electric vehicles.•Eco-driving control policy considering road slope and safe-distance to front vehicle.•Model-based reinforcement learning is conducted using the domain knowledge.•Near optimal energy-saving performance of 93.8% of exact dynamic programming.