Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity

Jaedong Hwang, Zhang-Wei Hong, Eric Chen +3

Deep reinforcement learning methods exhibit impressive performance on a range of tasks but still struggle on hard exploration tasks in large environments with sparse rewards. To ad…