Reward Function Design for Reinforcement Learning based Energy Management Strategy for a Fuel Cell/Supercapacitor Hybrid Electric Vehicle.
Antoine BäumlerToufik AzibJianwen MengAbdelmoudjib BenterkiMoussa BoukhniferPublished in: ICCAD (2024)
Keyphrases
- reinforcement learning
- reward function
- reinforcement learning algorithms
- markov decision processes
- electric vehicles
- fuel cell
- machine learning
- markov decision process
- intelligent control
- partially observable
- search algorithm
- transition model
- inverse reinforcement learning
- higher order
- function approximation
- fault detection
- state space
- expert systems
- renewable energy
- learning algorithm