Exploiting generalization in the subspaces for faster model-based learning

Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmadabadi

Due to the lack of enough generalization in the state-space, common methods in Reinforcement Learning (RL) suffer from slow learning speed especially in the early learning trials.…