On the Importance of Multistability for Horizon Generalization in Reinforcement Learning

Asad Bakija, Florent De Geeter, Julien Brandoit +2

In reinforcement learning (RL), agents acting in partially observable Markov decision processes (POMDPs) must rely on memory, typically encoded in a recurrent neural network (RNN),…