Artificial Intelligence, Machine Learning, Data Science, Reinforcement Learning, OpenAI.
forgetting So, if we go by the default method of training reinforcement learning agents i.e updating the neural network after each action is taken (1 sample at a time), for complex environments (like open-ai environments), leads to catastrophic forgetting i.e. the model may get confused and start