A Role of Environmental Complexity on Representation Learning in Deep Reinforcement Learning Agents

Andrew Liu, Alla Borisyuk

We developed a simulated environment to train deep reinforcement learning agents on a shortcut usage navigation task, motivated by the Dual Solutions Paradigm test used for human n…