Augmenting Replay in World Models for Continual Reinforcement Learning

1 code implementation • 30 Jan 2024 • Luke Yang, Levin Kuhlmann, Gideon Kowadlo

Also, the concept of replay comes from biological inspiration, where evidence suggests that replay is applied to a world model, which implies model-based RL -- and model-based RL should have benefits for continual RL, where it is possible to exploit knowledge independent of the policy.

Continual Learning Model-based Reinforcement Learning +2