222 citations · 600 across the 46 of their papers we have counts for
3 papers · 2 filters
Optimized Look-Ahead Tree Policies: A Bridge Between Look-Ahead Tree Policies and Direct Policy Search
Tobias Jung, Louis Wehenkel, Damien Ernst +1
Direct policy search (DPS) and look-ahead tree (LT) policies are two widely used classes of techniques to produce high performance policies for sequential decision-making problems.…
The Global Grid
Spyros Chatzivasileiadis, Damien Ernst, Göran Andersson
This paper puts forward the vision that a natural future stage of the electricity network could be a grid spanning the whole planet and connecting most of the large power plants in…
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…