Overcoming Catastrophic Interference in Online Reinforcement Learning with Dynamic Self-Organizing Maps

Yat Long Lo, Sina Ghiassian

Using neural networks in the reinforcement learning (RL) framework has achieved notable successes. Yet, neural networks tend to forget what they learned in the past, especially whe…