Huaicheng Zhou

Stay Hungry, Keep Learning: Sustainable Plasticity for Deep Reinforcement Learning

The integration of Deep Neural Networks in Reinforcement Learning (RL) systems has led to remarkable progress in solving complex tasks but also introduced challenges like primacy bias and dead neurons. Primacy bias skews learning towards early experiences, while dead neurons diminish the network's c…