10 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.AI2015★ 10 cited
Benchmarking for Bayesian Reinforcement Learning
Michael Castronovo, Damien Ernst, Adrien Couetoux +1
In the Bayesian Reinforcement Learning (BRL) setting, agents try to maximise the collected rewards while interacting with their environment while using some prior knowledge that is…
eess.SY2012
Min Max Generalization for Two-stage Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes
Raphael Fonteneau, Damien Ernst, Bernard Boigelot +1
We study the minmax optimization problem introduced in [22] for computing policies for batch mode reinforcement learning in a deterministic setting. First, we show that this proble…