Search Results for author: Caroline Ponzoni Carvalho Chanel

Found 2 papers, 1 papers with code

An Offline Risk-aware Policy Selection Method for Bayesian Markov Decision Processes

1 code implementation27 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).

reinforcement-learning

Offline Learning for Planning: A Summary

no code implementations5 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.

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