Neural networks made easy (Part 54): Using random encoder for efficient research (RE3)
by
, 12-17-2023 at 07:51 AM (457 Views)
more...The issue of efficient exploration of the environment is one of the main problems of reinforcement learning methods. We have discussed this issue more than once. Each time, a proposed solution led to additional complication of the algorithm. In most cases, we resorted to using additional internal reward mechanisms to encourage the model to explore new actions and search for unexplored paths.