1 code implementation • 27 May 2021 • Giorgio Angelotti, Nicolas Drougard, Caroline Ponzoni Carvalho Chanel
In Offline Model Learning for Planning and in Offline Reinforcement Learning, the limited data set hinders the estimate of the Value function of the relative Markov Decision Process (MDP).
no code implementations • 5 Oct 2020 • Giorgio Angelotti, Nicolas Drougard, Caroline Ponzoni Carvalho Chanel
Offline learning is the area of machine learning concerned with efficiently obtaining an optimal policy with a batch of previously collected experiences without further interaction with the environment.