Optimal Options for Multi-Task Reinforcement Learning Under Time Constraints

Manuel Del Verme, Bruno Castro da Silva, Gianluca Baldassarre

Reinforcement learning can greatly benefit from the use of options as a way of encoding recurring behaviours and to foster exploration. An important open problem is how can an agen…