Value function optimistic initialization with uncertainty and confidence awareness in lifelong reinforcement learning. - Soumia Mehimeh; Xianglong Tang; Wei Zhao (Knowl. Based Syst., 2023)

Value Function Initialization for Knowledge Transfer and Jump-start in Deep Reinforcement Learning. - Soumia Mehimeh (CoRR, 2025)