Learning Shared Representations in Multi-task Reinforcement Learning

Diana Borsa, Thore Graepel, John Shawe-Taylor

We investigate a paradigm in multi-task reinforcement learning (MT-RL) in which an agent is placed in an environment and needs to learn to perform a series of tasks, within this sp…