More Efficient Exploration with Symbolic Priors on Action Sequence Equivalences

Toby Johnstone, Nathan Grinsztajn, Johan Ferret +1

Incorporating prior knowledge in reinforcement learning algorithms is mainly an open question. Even when insights about the environment dynamics are available, reinforcement learni…