Thiago D. Simão

Structure Learning for Safe Policy Improvement

2019

We investigate how Safe Policy Improvement (SPI) algorithms can exploit the structure of factored Markov decision processes when such structure is unknown a priori. To facilitate the application of reinforcement learning in the real world, …