Takato Okudo

Online Learning of Shaping Reward with Subgoal Knowledge

2021

SARSA-RS is a reward shaping method that updates the shaping through learning. However, the bottleneck of this method is the aggregation of states since designers need to design mappings from all states to abstract states. …