Don Joven Agravante

Constrained Exploration and Recovery from Experience Shaping

2018 · arXiv (Cornell University)

We consider the problem of reinforcement learning under safety requirements, in which an agent is trained to complete a given task, typically formalized as the maximization of a reward signal over time, while concurrently avoiding …