Unifying Ensemble Methods for Q-learning via Social Choice Theory

Rishav Chourasia, Adish Singla

Ensemble methods have been widely applied in Reinforcement Learning (RL) in order to enhance stability, increase convergence speed, and improve exploration. These methods typically…